criterion performance measurements
overview
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Union/`Data.Set`/`union` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.9652778497779246e-6 | 2.9832042337900684e-6 | 3.018616039701245e-6 |
| Standard deviation | 4.686002800998505e-8 | 8.033315034123075e-8 | 1.270779791347861e-7 |
Outlying measurements have moderate (0.33530365850798044%) effect on estimated standard deviation.
Union/`Data.Set`/`union` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.448133835318057e-6 | 4.479777584817725e-6 | 4.585104075599251e-6 |
| Standard deviation | 7.552964707341655e-8 | 1.6780530994333815e-7 | 3.459892875040716e-7 |
Outlying measurements have moderate (0.4820261116287487%) effect on estimated standard deviation.
Union/`Data.Set`/`union` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.4630303425628335e-6 | 4.4847082441869015e-6 | 4.547712791600733e-6 |
| Standard deviation | 4.413954892219925e-8 | 1.1972147375467016e-7 | 2.3666954359252636e-7 |
Outlying measurements have moderate (0.318180700445223%) effect on estimated standard deviation.
Union/`Data.Set`/`union` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.422600252734333e-6 | 4.458477840717777e-6 | 4.59654550749569e-6 |
| Standard deviation | 2.070027416408099e-8 | 2.2360915020404223e-7 | 4.7259687823950506e-7 |
Outlying measurements have severe (0.6267880275121875%) effect on estimated standard deviation.
Union/`Data.Set`/`union` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.011530881766705e-6 | 5.083389196897736e-6 | 5.233577733446467e-6 |
| Standard deviation | 2.0700681118114024e-7 | 3.4252276436031807e-7 | 6.163540770604242e-7 |
Outlying measurements have severe (0.7527582776914292%) effect on estimated standard deviation.
Union/`Data.Set`/xs `union`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.994373303676264e-6 | 2.997893598189639e-6 | 3.0042748231142317e-6 |
| Standard deviation | 9.894621588897887e-9 | 1.5558439360119774e-8 | 2.419685529242297e-8 |
Outlying measurements have no (5.263010554015878e-3%) effect on estimated standard deviation.
Union/`Data.Set`/xs `union`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.216928992486472e-6 | 5.38003514731184e-6 | 5.59596080812291e-6 |
| Standard deviation | 4.894682949196719e-7 | 6.226013119689224e-7 | 7.98981851512012e-7 |
Outlying measurements have severe (0.9041506829272394%) effect on estimated standard deviation.
Union/`Data.Set`/xs `union`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.206834782087705e-6 | 5.218339597846409e-6 | 5.259648390645284e-6 |
| Standard deviation | 1.8867746019363133e-8 | 6.127840173643993e-8 | 1.3298368849298387e-7 |
Outlying measurements have slight (8.014814811213976e-2%) effect on estimated standard deviation.
Union/`Data.Set`/xs `union`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.435575639810814e-6 | 5.441634519253363e-6 | 5.449401233480891e-6 |
| Standard deviation | 1.8065993592647313e-8 | 2.340894066565842e-8 | 3.5964280832867486e-8 |
Outlying measurements have no (5.617798206134976e-3%) effect on estimated standard deviation.
Union/`Data.Set`/xs `union`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.8013293694315124e-6 | 5.808342724434433e-6 | 5.818580284950313e-6 |
| Standard deviation | 2.0293209151994423e-8 | 2.7538032973470824e-8 | 3.70228641506684e-8 |
Outlying measurements have no (5.6816326530609515e-3%) effect on estimated standard deviation.
Union/`Data.Map`/`union` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.0065527052271493e-6 | 3.0260975027168166e-6 | 3.0445545766095986e-6 |
| Standard deviation | 5.9205576293710995e-8 | 6.366392792853093e-8 | 6.869028044051877e-8 |
Outlying measurements have moderate (0.23232180815563308%) effect on estimated standard deviation.
Union/`Data.Map`/`union` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.7175406469341463e-6 | 3.741742038315369e-6 | 3.7795027042796785e-6 |
| Standard deviation | 6.5389484316117e-8 | 1.0252517931013509e-7 | 1.6120957081638018e-7 |
Outlying measurements have moderate (0.33414208535296236%) effect on estimated standard deviation.
Union/`Data.Map`/`union` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.70307562012144e-6 | 3.706957047457531e-6 | 3.7112990193796367e-6 |
| Standard deviation | 1.0172260943219296e-8 | 1.3808069148959989e-8 | 1.913409376255335e-8 |
Outlying measurements have no (5.405245746691793e-3%) effect on estimated standard deviation.
Union/`Data.Map`/`union` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.106792258370244e-6 | 4.2890990910190865e-6 | 4.513225297506551e-6 |
| Standard deviation | 5.79889266419837e-7 | 6.730801825097542e-7 | 7.452472532815362e-7 |
Outlying measurements have severe (0.9473995516087387%) effect on estimated standard deviation.
Union/`Data.Map`/`union` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.425453415456217e-6 | 4.482454609670461e-6 | 4.6002295575419e-6 |
| Standard deviation | 1.732590451355855e-7 | 2.713863463604082e-7 | 4.646876775163236e-7 |
Outlying measurements have severe (0.7114206690498109%) effect on estimated standard deviation.
Union/`Data.Map`/xs `union`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.994185513190965e-6 | 3.000597474050234e-6 | 3.0116198248036213e-6 |
| Standard deviation | 1.7069802552181903e-8 | 2.7855931552861984e-8 | 4.2159041856631005e-8 |
Outlying measurements have slight (4.5568686570918206e-2%) effect on estimated standard deviation.
Union/`Data.Map`/xs `union`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.87128862918887e-6 | 4.877130179174079e-6 | 4.8858018988319394e-6 |
| Standard deviation | 1.6847843280807776e-8 | 2.3383805066513676e-8 | 3.3408003530883116e-8 |
Outlying measurements have no (5.555382166599106e-3%) effect on estimated standard deviation.
Union/`Data.Map`/xs `union`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.272983904097309e-6 | 5.28020060762446e-6 | 5.2928062020231916e-6 |
| Standard deviation | 2.2811298474196133e-8 | 3.244673215901902e-8 | 4.6118784490496274e-8 |
Outlying measurements have no (5.617798206134737e-3%) effect on estimated standard deviation.
Union/`Data.Map`/xs `union`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.657864048954564e-6 | 5.6672419565563065e-6 | 5.684477108249019e-6 |
| Standard deviation | 2.7183835808308918e-8 | 4.238632265660308e-8 | 6.707659355787537e-8 |
Outlying measurements have no (5.649535123966998e-3%) effect on estimated standard deviation.
Union/`Data.Map`/xs `union`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.9475522372299964e-6 | 5.952853090410175e-6 | 5.963358543417923e-6 |
| Standard deviation | 1.4216694866503623e-8 | 2.5907762839156804e-8 | 4.701951397697443e-8 |
Outlying measurements have no (5.681632653061077e-3%) effect on estimated standard deviation.
Union/`Data.IntSet`/`union` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.824927205958878e-8 | 9.847569303402894e-8 | 9.885635454866876e-8 |
| Standard deviation | 6.632186360339087e-10 | 1.0499237951255905e-9 | 1.9627093229755494e-9 |
Outlying measurements have slight (9.503787175746893e-2%) effect on estimated standard deviation.
Union/`Data.IntSet`/`union` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.858393319775382e-8 | 9.896408946600877e-8 | 9.953537668308151e-8 |
| Standard deviation | 1.0723860955355628e-9 | 1.6280342383704307e-9 | 2.5189315465309768e-9 |
Outlying measurements have moderate (0.20230270704819292%) effect on estimated standard deviation.
Union/`Data.IntSet`/`union` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.797056995782405e-8 | 9.805158877108812e-8 | 9.81836331020743e-8 |
| Standard deviation | 2.298521144420831e-10 | 3.3834669066602227e-10 | 5.186734043683811e-10 |
Outlying measurements have no (3.84609651018918e-3%) effect on estimated standard deviation.
Union/`Data.IntSet`/`union` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.850284042586796e-8 | 9.9026186976327e-8 | 9.9989898648477e-8 |
| Standard deviation | 1.2691438437587848e-9 | 2.2777051116102703e-9 | 4.204625617120954e-9 |
Outlying measurements have moderate (0.33372107884487695%) effect on estimated standard deviation.
Union/`Data.IntSet`/`union` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.807985730279275e-8 | 9.881567133493344e-8 | 1.0143853385837957e-7 |
| Standard deviation | 9.940633604145174e-10 | 4.052126468030068e-9 | 8.527800610550359e-9 |
Outlying measurements have severe (0.6188201554756705%) effect on estimated standard deviation.
Union/`Data.IntSet`/xs `union`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2227175325634563e-7 | 1.227429066548888e-7 | 1.2442813886776093e-7 |
| Standard deviation | 7.167397755885681e-10 | 2.751841392635359e-9 | 5.688686736835216e-9 |
Outlying measurements have moderate (0.3173235047904966%) effect on estimated standard deviation.
Union/`Data.IntSet`/xs `union`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2282833216051315e-7 | 1.2346789279658473e-7 | 1.2548958232598297e-7 |
| Standard deviation | 1.2773872148088284e-9 | 3.4796871065825932e-9 | 6.922566030397442e-9 |
Outlying measurements have moderate (0.42588635093729527%) effect on estimated standard deviation.
Union/`Data.IntSet`/xs `union`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.223342658755377e-7 | 1.2256352919769174e-7 | 1.230163477568658e-7 |
| Standard deviation | 6.837553965556772e-10 | 1.047396228962839e-9 | 1.570285651517922e-9 |
Outlying measurements have slight (6.315586959094763e-2%) effect on estimated standard deviation.
Union/`Data.IntSet`/xs `union`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2320779783886748e-7 | 1.2445924219879323e-7 | 1.2790956103045577e-7 |
| Standard deviation | 1.9149300808532398e-9 | 6.5180930221095045e-9 | 1.2163472258846409e-8 |
Outlying measurements have severe (0.724063784023906%) effect on estimated standard deviation.
Union/`Data.IntSet`/xs `union`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.227079440829461e-7 | 1.2311319186142221e-7 | 1.2431316397200267e-7 |
| Standard deviation | 3.4689361883523217e-10 | 2.4091434498690268e-9 | 4.637212415709244e-9 |
Outlying measurements have moderate (0.25979856075725327%) effect on estimated standard deviation.
Union/`Data.IntMap`/`union` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.592885324245441e-7 | 9.598329668746871e-7 | 9.604288139061545e-7 |
| Standard deviation | 1.6172256650064417e-9 | 1.9728086036783414e-9 | 2.417766551497269e-9 |
Outlying measurements have no (4.694731221075087e-3%) effect on estimated standard deviation.
Union/`Data.IntMap`/`union` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.038922072062081e-6 | 1.0674854696429824e-6 | 1.1111450713912665e-6 |
| Standard deviation | 7.541605289696719e-8 | 1.19614755774566e-7 | 1.6137084436417217e-7 |
Outlying measurements have severe (0.9093321360343203%) effect on estimated standard deviation.
Union/`Data.IntMap`/`union` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.049245810230389e-6 | 1.0550967221249908e-6 | 1.0652824207005038e-6 |
| Standard deviation | 1.295158984526921e-8 | 2.554875926849397e-8 | 5.05166130922567e-8 |
Outlying measurements have moderate (0.3105042172164048%) effect on estimated standard deviation.
Union/`Data.IntMap`/`union` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0512199908195455e-6 | 1.0520520781552394e-6 | 1.0534301217099403e-6 |
| Standard deviation | 2.483878579810157e-9 | 3.6537009516958334e-9 | 5.844205013125045e-9 |
Outlying measurements have no (4.739229024943234e-3%) effect on estimated standard deviation.
Union/`Data.IntMap`/`union` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0581322732149354e-6 | 1.0616036644089722e-6 | 1.0678422136231184e-6 |
| Standard deviation | 9.454813060419415e-9 | 1.4591168986160867e-8 | 2.6552711121458073e-8 |
Outlying measurements have moderate (0.12633132137829461%) effect on estimated standard deviation.
Union/`Data.IntMap`/xs `union`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.008084609445982e-6 | 1.0156383557680695e-6 | 1.0270882992107502e-6 |
| Standard deviation | 2.4980122854343737e-8 | 3.165806757937353e-8 | 4.212810213168603e-8 |
Outlying measurements have moderate (0.43037115473423054%) effect on estimated standard deviation.
Union/`Data.IntMap`/xs `union`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0516082071953491e-6 | 1.0598877734557897e-6 | 1.073249686267226e-6 |
| Standard deviation | 2.3980235226666032e-8 | 3.321450571457608e-8 | 5.0489058857639416e-8 |
Outlying measurements have moderate (0.4324386891904483%) effect on estimated standard deviation.
Union/`Data.IntMap`/xs `union`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0637488110692306e-6 | 1.0769919671649192e-6 | 1.0995684784393912e-6 |
| Standard deviation | 3.420669026281854e-8 | 5.8323594085411576e-8 | 9.149072200400441e-8 |
Outlying measurements have severe (0.6967514525139876%) effect on estimated standard deviation.
Union/`Data.IntMap`/xs `union`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.049544156781249e-6 | 1.0515417310072566e-6 | 1.054750552326198e-6 |
| Standard deviation | 5.18574659501755e-9 | 8.286221786141454e-9 | 1.1906618787169255e-8 |
Outlying measurements have no (4.739229024943048e-3%) effect on estimated standard deviation.
Union/`Data.IntMap`/xs `union`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.047242618570084e-6 | 1.050884579151054e-6 | 1.0610089187677634e-6 |
| Standard deviation | 6.245501898128084e-9 | 1.8125479945748876e-8 | 3.523858757225543e-8 |
Outlying measurements have moderate (0.18570440881170602%) effect on estimated standard deviation.
Union/`Data.Set.Ordered.Many`/`union` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2438310522775212e-7 | 1.2486776376964076e-7 | 1.2573490563003275e-7 |
| Standard deviation | 9.674754649076401e-10 | 2.084620932910741e-9 | 3.2133483464925695e-9 |
Outlying measurements have moderate (0.20262250709561605%) effect on estimated standard deviation.
Union/`Data.Set.Ordered.Many`/`union` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.247644966296563e-7 | 1.25547031585039e-7 | 1.2750266049697393e-7 |
| Standard deviation | 2.0586883699032617e-9 | 4.3252459747731954e-9 | 7.601360181460107e-9 |
Outlying measurements have severe (0.5280079005913905%) effect on estimated standard deviation.
Union/`Data.Set.Ordered.Many`/`union` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2431113679664957e-7 | 1.2458176948542726e-7 | 1.2511827527350806e-7 |
| Standard deviation | 6.547845430380181e-10 | 1.2345075686306933e-9 | 2.0738173112525433e-9 |
Outlying measurements have slight (8.191430464881107e-2%) effect on estimated standard deviation.
Union/`Data.Set.Ordered.Many`/`union` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2449250257026342e-7 | 1.2484183464346587e-7 | 1.2550825798742288e-7 |
| Standard deviation | 9.962861836461216e-10 | 1.5022894333859043e-9 | 2.290979742341905e-9 |
Outlying measurements have moderate (0.11924158216481774%) effect on estimated standard deviation.
Union/`Data.Set.Ordered.Many`/`union` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2466821817797185e-7 | 1.2615821344549414e-7 | 1.317846744356221e-7 |
| Standard deviation | 1.0384723520177342e-9 | 9.3868072094618e-9 | 1.9913631001698023e-8 |
Outlying measurements have severe (0.8423580391293818%) effect on estimated standard deviation.
Union/`Data.Set.Ordered.Many`/xs `union`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.4493869978480572e-7 | 1.4573629835048865e-7 | 1.4686730803029082e-7 |
| Standard deviation | 2.271065405494504e-9 | 3.3361651566781974e-9 | 4.4620021009930555e-9 |
Outlying measurements have moderate (0.3250222821649987%) effect on estimated standard deviation.
Union/`Data.Set.Ordered.Many`/xs `union`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.449695085120703e-7 | 1.4595278516490397e-7 | 1.4724840767970243e-7 |
| Standard deviation | 2.3704418762996117e-9 | 3.838707385356357e-9 | 5.3676462117822186e-9 |
Outlying measurements have moderate (0.3878192031120117%) effect on estimated standard deviation.
Union/`Data.Set.Ordered.Many`/xs `union`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.4912889510497944e-7 | 1.5470873707100893e-7 | 1.656460941785377e-7 |
| Standard deviation | 1.3219200968860601e-8 | 2.5645508321554392e-8 | 4.025515429316099e-8 |
Outlying measurements have severe (0.9658687333440789%) effect on estimated standard deviation.
Union/`Data.Set.Ordered.Many`/xs `union`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.4544337972493766e-7 | 1.4578840375391487e-7 | 1.4629860871212687e-7 |
| Standard deviation | 1.0772624747533075e-9 | 1.468443351815018e-9 | 2.5017668484854596e-9 |
Outlying measurements have slight (8.648134458404022e-2%) effect on estimated standard deviation.
Union/`Data.Set.Ordered.Many`/xs `union`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.5126701613855241e-7 | 1.5338433432183233e-7 | 1.565142593437383e-7 |
| Standard deviation | 6.744301001457026e-9 | 8.929151556942101e-9 | 1.1517497917521847e-8 |
Outlying measurements have severe (0.7610085183071374%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Many`/`union` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.951727690380125e-8 | 7.028196802314958e-8 | 7.230473051826263e-8 |
| Standard deviation | 1.8181159880467867e-9 | 3.8154786184109106e-9 | 6.50466183877223e-9 |
Outlying measurements have severe (0.7442587112724136%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Many`/`union` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.294909490063727e-8 | 7.590071221580626e-8 | 8.006087532655395e-8 |
| Standard deviation | 1.0077702167502246e-8 | 1.1934219331432405e-8 | 1.3345684358553594e-8 |
Outlying measurements have severe (0.9638120390220011%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Many`/`union` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.854587856003868e-8 | 6.936944242990643e-8 | 7.149578095117645e-8 |
| Standard deviation | 7.445774289472362e-10 | 3.884976637514551e-9 | 6.7945470478374035e-9 |
Outlying measurements have severe (0.7559020260543375%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Many`/`union` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.902999964807939e-8 | 6.962383851730532e-8 | 7.050626088206776e-8 |
| Standard deviation | 1.5253500452303419e-9 | 2.4968098498761786e-9 | 3.6814151705287645e-9 |
Outlying measurements have severe (0.5565141201214759%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Many`/`union` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.026418585699817e-8 | 7.096658495026849e-8 | 7.191119622619121e-8 |
| Standard deviation | 1.8665960055351255e-9 | 2.6186587939962253e-9 | 3.92038347228346e-9 |
Outlying measurements have severe (0.5700908606457755%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Many`/xs `union`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.571499527634903e-8 | 9.641917200410593e-8 | 9.726119471265297e-8 |
| Standard deviation | 2.0556670487499317e-9 | 2.5651300461580416e-9 | 3.4853902199234273e-9 |
Outlying measurements have moderate (0.40216745939544984%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Many`/xs `union`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.267846523767182e-8 | 9.448457205134248e-8 | 9.923552991656996e-8 |
| Standard deviation | 1.0142812743835518e-9 | 8.606111221625208e-9 | 1.5086921583897718e-8 |
Outlying measurements have severe (0.8903365695281934%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Many`/xs `union`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.252341360551947e-8 | 9.267172271775401e-8 | 9.311700957534373e-8 |
| Standard deviation | 2.758891551287735e-10 | 7.863195274119692e-10 | 1.5046751543718254e-9 |
Outlying measurements have slight (6.523001988381248e-2%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Many`/xs `union`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.251358662876093e-8 | 9.278774127720536e-8 | 9.340322709598967e-8 |
| Standard deviation | 6.398030048936457e-10 | 1.3405999183607e-9 | 2.3672220423400733e-9 |
Outlying measurements have moderate (0.16445294114088574%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Many`/xs `union`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.29398390943474e-8 | 9.31596883475768e-8 | 9.384131916198538e-8 |
| Standard deviation | 5.182592527463229e-10 | 1.1737140906254229e-9 | 2.2701796013970903e-9 |
Outlying measurements have moderate (0.13120321362019616%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Unique`/`union` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.992101520962744e-6 | 2.9986425922930517e-6 | 3.0149171441214023e-6 |
| Standard deviation | 1.538566074723653e-8 | 3.2756422444731586e-8 | 6.177357917442341e-8 |
Outlying measurements have slight (7.500119116653187e-2%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Unique`/`union` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.080453425060103e-6 | 7.174283398564945e-6 | 7.366792872432477e-6 |
| Standard deviation | 2.3758831989145891e-7 | 4.3534169877736856e-7 | 7.120601245990063e-7 |
Outlying measurements have severe (0.7008189974198034%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Unique`/`union` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1097876083544847e-5 | 1.1183773599095825e-5 | 1.1356862315525106e-5 |
| Standard deviation | 2.417836468127207e-7 | 3.913454656260192e-7 | 6.633830769163221e-7 |
Outlying measurements have moderate (0.42314129581722343%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Unique`/`union` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.6511771986802952e-5 | 1.7244627853409233e-5 | 1.8195207509967337e-5 |
| Standard deviation | 2.0955637838994833e-6 | 2.7356954134277763e-6 | 3.2605741010999183e-6 |
Outlying measurements have severe (0.9375819341851005%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Unique`/`union` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.1222766859743273e-5 | 2.2561988641080683e-5 | 2.405549553738616e-5 |
| Standard deviation | 4.294982906532151e-6 | 5.025174812312869e-6 | 5.484531550023816e-6 |
Outlying measurements have severe (0.9711524289985726%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Unique`/xs `union`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.180887102226486e-6 | 3.215225497610954e-6 | 3.288330382515376e-6 |
| Standard deviation | 8.543856362927891e-8 | 1.6361852768722084e-7 | 3.115284411212616e-7 |
Outlying measurements have severe (0.6456124639479731%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Unique`/xs `union`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.852486502801293e-6 | 9.925940046686524e-6 | 1.0020355180173632e-5 |
| Standard deviation | 2.0665179324513407e-7 | 2.8920517422546783e-7 | 4.235661702472207e-7 |
Outlying measurements have moderate (0.33962149304786926%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Unique`/xs `union`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.0199275321435827e-5 | 2.0253802522010208e-5 | 2.0333250084309164e-5 |
| Standard deviation | 1.5736911470037732e-7 | 2.1688348973480132e-7 | 2.8603141439409814e-7 |
Outlying measurements have slight (6.262922364773257e-2%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Unique`/xs `union`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.5492300205734585e-5 | 3.581936769489765e-5 | 3.6385653277012745e-5 |
| Standard deviation | 1.0216620094092002e-6 | 1.3252384815907428e-6 | 1.9639216628668556e-6 |
Outlying measurements have moderate (0.4124168323344707%) effect on estimated standard deviation.
Union/`Data.Set.Unordered.Unique`/xs `union`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.336797625963467e-5 | 5.3698973342220326e-5 | 5.4927462600056586e-5 |
| Standard deviation | 4.147709756399832e-7 | 2.0121736059969606e-6 | 4.199113660330895e-6 |
Outlying measurements have moderate (0.4006146812717768%) effect on estimated standard deviation.
Intersection/`Data.Set`/`intersection` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.3837281669559806e-6 | 5.40267022636465e-6 | 5.42861812982187e-6 |
| Standard deviation | 4.8119504183915196e-8 | 6.89694644367386e-8 | 1.0317414822319611e-7 |
Outlying measurements have slight (9.609284631699833e-2%) effect on estimated standard deviation.
Intersection/`Data.Set`/`intersection` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.051636667868136e-6 | 7.230846136876525e-6 | 7.544640524629855e-6 |
| Standard deviation | 4.315251231722182e-7 | 7.707791551246024e-7 | 1.1638352667022286e-6 |
Outlying measurements have severe (0.88253503550371%) effect on estimated standard deviation.
Intersection/`Data.Set`/`intersection` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.0650256400039285e-6 | 7.105226707232071e-6 | 7.178768869809379e-6 |
| Standard deviation | 1.2119955704468878e-7 | 1.776369586112316e-7 | 2.461020441209819e-7 |
Outlying measurements have moderate (0.2798990736068113%) effect on estimated standard deviation.
Intersection/`Data.Set`/`intersection` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.057843792333245e-6 | 7.088100913890803e-6 | 7.142723821666425e-6 |
| Standard deviation | 6.546687470761108e-8 | 1.29048333203733e-7 | 1.9983150983422528e-7 |
Outlying measurements have moderate (0.1722269279221006%) effect on estimated standard deviation.
Intersection/`Data.Set`/`intersection` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.722447592169345e-6 | 7.741812305948569e-6 | 7.799566542964537e-6 |
| Standard deviation | 5.1527940013049896e-8 | 1.0234657010907463e-7 | 1.904961546168613e-7 |
Outlying measurements have moderate (0.10050759957452417%) effect on estimated standard deviation.
Intersection/`Data.Set`/xs `intersection`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.139148151635386e-6 | 5.149301800437418e-6 | 5.178209753373766e-6 |
| Standard deviation | 1.3221841227369853e-8 | 5.220430220829016e-8 | 1.0088554219590801e-7 |
Outlying measurements have slight (6.353416756347882e-2%) effect on estimated standard deviation.
Intersection/`Data.Set`/xs `intersection`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.135399714059567e-6 | 6.1459322488220344e-6 | 6.181758865668513e-6 |
| Standard deviation | 2.7146287609956094e-8 | 5.633047107767677e-8 | 1.1350466958580392e-7 |
Outlying measurements have no (5.7140969745015e-3%) effect on estimated standard deviation.
Intersection/`Data.Set`/xs `intersection`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.012312768975402e-6 | 7.047286018001308e-6 | 7.095342989000712e-6 |
| Standard deviation | 1.065528882278536e-7 | 1.3888414318105523e-7 | 1.9752570743601385e-7 |
Outlying measurements have moderate (0.19482223646329572%) effect on estimated standard deviation.
Intersection/`Data.Set`/xs `intersection`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.9164339253707545e-6 | 6.934610526163844e-6 | 6.960957498431165e-6 |
| Standard deviation | 5.6254818102597406e-8 | 7.53630185957932e-8 | 1.2035870367762335e-7 |
Outlying measurements have slight (7.118750749555726e-2%) effect on estimated standard deviation.
Intersection/`Data.Set`/xs `intersection`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.494389926919476e-6 | 7.520831584475881e-6 | 7.59269378194061e-6 |
| Standard deviation | 6.27992303658008e-8 | 1.3294255981245655e-7 | 2.533040181814947e-7 |
Outlying measurements have moderate (0.16202825211976332%) effect on estimated standard deviation.
Intersection/`Data.Map`/`intersection` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.698157034788856e-6 | 5.818259766722985e-6 | 6.075289683784613e-6 |
| Standard deviation | 2.920653469259768e-7 | 5.3203820666713e-7 | 8.309472396822993e-7 |
Outlying measurements have severe (0.8501394103603961%) effect on estimated standard deviation.
Intersection/`Data.Map`/`intersection` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.057330448078686e-6 | 7.0680384253837625e-6 | 7.09486632493814e-6 |
| Standard deviation | 3.0195946379329806e-8 | 5.2910669904613605e-8 | 9.623565803608886e-8 |
Outlying measurements have no (5.813754659553489e-3%) effect on estimated standard deviation.
Intersection/`Data.Map`/`intersection` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.241774931037835e-6 | 7.27502732357543e-6 | 7.313557450043133e-6 |
| Standard deviation | 9.874717963652789e-8 | 1.2626805671444672e-7 | 1.6679995836781497e-7 |
Outlying measurements have moderate (0.15642890839398718%) effect on estimated standard deviation.
Intersection/`Data.Map`/`intersection` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.261641652031272e-6 | 7.320585041807942e-6 | 7.417449198819897e-6 |
| Standard deviation | 1.7695913308916763e-7 | 2.550216717580666e-7 | 4.0952354246422177e-7 |
Outlying measurements have moderate (0.4350255086378977%) effect on estimated standard deviation.
Intersection/`Data.Map`/`intersection` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.875480285097163e-6 | 7.927643597719498e-6 | 7.979170721080254e-6 |
| Standard deviation | 1.4936101365966106e-7 | 1.6765528352763342e-7 | 2.1498281285822008e-7 |
Outlying measurements have moderate (0.21440051742633448%) effect on estimated standard deviation.
Intersection/`Data.Map`/xs `intersection`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.573248103572085e-6 | 5.588616893337304e-6 | 5.639808853626229e-6 |
| Standard deviation | 2.8455722012788478e-8 | 8.88582035259018e-8 | 1.8058562001352328e-7 |
Outlying measurements have moderate (0.14006350489830363%) effect on estimated standard deviation.
Intersection/`Data.Map`/xs `intersection`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.925638321436047e-6 | 6.996527693760466e-6 | 7.156245854926057e-6 |
| Standard deviation | 1.5612407529279834e-7 | 3.446600900968466e-7 | 6.3847475608353e-7 |
Outlying measurements have severe (0.6054144397464841%) effect on estimated standard deviation.
Intersection/`Data.Map`/xs `intersection`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.962711112155423e-6 | 7.007015914106234e-6 | 7.07121240856996e-6 |
| Standard deviation | 1.2515177584558115e-7 | 1.786382386945285e-7 | 2.9501377759908346e-7 |
Outlying measurements have moderate (0.2910931966294463%) effect on estimated standard deviation.
Intersection/`Data.Map`/xs `intersection`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.940605410326734e-6 | 7.00138652827744e-6 | 7.195877340469924e-6 |
| Standard deviation | 1.0546979266379565e-7 | 3.174798350979842e-7 | 6.386137995294162e-7 |
Outlying measurements have severe (0.5640524578150002%) effect on estimated standard deviation.
Intersection/`Data.Map`/xs `intersection`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.341192516743383e-6 | 7.367292549761986e-6 | 7.417846911754112e-6 |
| Standard deviation | 6.094233558466943e-8 | 1.1505281329160576e-7 | 1.822421573442861e-7 |
Outlying measurements have moderate (0.13366513628104734%) effect on estimated standard deviation.
Intersection/`Data.IntSet`/`intersection` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1525948967096372e-7 | 1.1960706007528453e-7 | 1.2482962853878153e-7 |
| Standard deviation | 1.3735832204162698e-8 | 1.6074922080335253e-8 | 1.821903801279382e-8 |
Outlying measurements have severe (0.945964362470542%) effect on estimated standard deviation.
Intersection/`Data.IntSet`/`intersection` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.06459128507559e-7 | 1.0736540120443453e-7 | 1.1019199759658614e-7 |
| Standard deviation | 1.5646517319550377e-9 | 5.085103163128979e-9 | 1.0407814181886703e-8 |
Outlying measurements have severe (0.6833501698447917%) effect on estimated standard deviation.
Intersection/`Data.IntSet`/`intersection` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0382659456333681e-7 | 1.0415092645969307e-7 | 1.048020250148121e-7 |
| Standard deviation | 8.533503822988796e-10 | 1.4311723366326032e-9 | 2.6012897719023502e-9 |
Outlying measurements have moderate (0.15081498957630737%) effect on estimated standard deviation.
Intersection/`Data.IntSet`/`intersection` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0752976728620425e-7 | 1.089530942488962e-7 | 1.1252435918564216e-7 |
| Standard deviation | 3.2508498066465043e-9 | 7.279466821689812e-9 | 1.3936697192636642e-8 |
Outlying measurements have severe (0.8118311894907039%) effect on estimated standard deviation.
Intersection/`Data.IntSet`/`intersection` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.037326252028994e-7 | 1.0411532786853973e-7 | 1.0534876945410929e-7 |
| Standard deviation | 7.832840666494717e-10 | 2.111317308305566e-9 | 4.595342409897196e-9 |
Outlying measurements have moderate (0.27825236321021196%) effect on estimated standard deviation.
Intersection/`Data.IntSet`/xs `intersection`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.420489557225927e-7 | 1.4661553924708045e-7 | 1.511187181065671e-7 |
| Standard deviation | 1.3090749182768265e-8 | 1.5657156753870373e-8 | 1.875750074620957e-8 |
Outlying measurements have severe (0.915361368456858%) effect on estimated standard deviation.
Intersection/`Data.IntSet`/xs `intersection`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1487156663738023e-7 | 1.1528339838259298e-7 | 1.1598026753193796e-7 |
| Standard deviation | 1.1117223531211955e-9 | 1.7830068524058602e-9 | 2.6841132338869017e-9 |
Outlying measurements have moderate (0.1820582262666032%) effect on estimated standard deviation.
Intersection/`Data.IntSet`/xs `intersection`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1492178554758261e-7 | 1.1506279739741994e-7 | 1.1527040485817557e-7 |
| Standard deviation | 4.4412460949596403e-10 | 5.987576238479881e-10 | 8.52779961920446e-10 |
Outlying measurements have no (3.8909912109375442e-3%) effect on estimated standard deviation.
Intersection/`Data.IntSet`/xs `intersection`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1751824620203765e-7 | 1.1818089841993193e-7 | 1.1947561852418858e-7 |
| Standard deviation | 1.9286917142247363e-9 | 3.076883721953409e-9 | 5.223405613998279e-9 |
Outlying measurements have moderate (0.3855365388217557%) effect on estimated standard deviation.
Intersection/`Data.IntSet`/xs `intersection`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1477963745537136e-7 | 1.150668213234279e-7 | 1.1564176865518207e-7 |
| Standard deviation | 5.247475554328216e-10 | 1.3390314553448215e-9 | 2.222337862131115e-9 |
Outlying measurements have moderate (0.1109979181091604%) effect on estimated standard deviation.
Intersection/`Data.IntMap`/`intersection` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0790873144817783e-6 | 1.0824598348304328e-6 | 1.0898035624624782e-6 |
| Standard deviation | 7.851322386375279e-9 | 1.5325988427150676e-8 | 2.7030312175900306e-8 |
Outlying measurements have moderate (0.13101700708777825%) effect on estimated standard deviation.
Intersection/`Data.IntMap`/`intersection` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.110309186361921e-6 | 1.1263079600692723e-6 | 1.150425442670993e-6 |
| Standard deviation | 4.433340732167562e-8 | 6.136732937967243e-8 | 7.880602996130979e-8 |
Outlying measurements have severe (0.6987271582903449%) effect on estimated standard deviation.
Intersection/`Data.IntMap`/`intersection` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.094678992107897e-6 | 1.096741497929378e-6 | 1.1012632698365763e-6 |
| Standard deviation | 5.7665235116903806e-9 | 9.788204212785617e-9 | 1.733412850272525e-8 |
Outlying measurements have slight (5.856958793597758e-2%) effect on estimated standard deviation.
Intersection/`Data.IntMap`/`intersection` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.109319722209732e-6 | 1.1175661975013173e-6 | 1.1507926730496254e-6 |
| Standard deviation | 1.1907579783629608e-8 | 4.73021749787767e-8 | 1.0447069454406674e-7 |
Outlying measurements have severe (0.5831586791188925%) effect on estimated standard deviation.
Intersection/`Data.IntMap`/`intersection` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1173131941464853e-6 | 1.1287030265509063e-6 | 1.1498759470114143e-6 |
| Standard deviation | 3.436324621926707e-8 | 4.9943787185209473e-8 | 7.453977456371384e-8 |
Outlying measurements have severe (0.6026784301746694%) effect on estimated standard deviation.
Intersection/`Data.IntMap`/xs `intersection`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.10302091656058e-6 | 1.1059085869852214e-6 | 1.1112781129253412e-6 |
| Standard deviation | 8.694530800252559e-9 | 1.3487588181791547e-8 | 2.0982509991982604e-8 |
Outlying measurements have moderate (0.103960799177541%) effect on estimated standard deviation.
Intersection/`Data.IntMap`/xs `intersection`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1307942847318043e-6 | 1.1540409901393428e-6 | 1.1894339446263064e-6 |
| Standard deviation | 6.078199160401857e-8 | 9.14797042041215e-8 | 1.331053910169103e-7 |
Outlying measurements have severe (0.8336680412939665%) effect on estimated standard deviation.
Intersection/`Data.IntMap`/xs `intersection`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1199268860154535e-6 | 1.1504326295977189e-6 | 1.2017112871996766e-6 |
| Standard deviation | 7.351216736195162e-8 | 1.3401334272938597e-7 | 1.881830146511265e-7 |
Outlying measurements have severe (0.9140107477363171%) effect on estimated standard deviation.
Intersection/`Data.IntMap`/xs `intersection`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1169386498737219e-6 | 1.1177171536545758e-6 | 1.1193716987507878e-6 |
| Standard deviation | 2.2073339705701687e-9 | 3.7295485971820365e-9 | 6.619647761970703e-9 |
Outlying measurements have no (4.7617957464343936e-3%) effect on estimated standard deviation.
Intersection/`Data.IntMap`/xs `intersection`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1237698530716911e-6 | 1.1260682752633465e-6 | 1.1295028442634216e-6 |
| Standard deviation | 5.745724767845979e-9 | 8.945967622648434e-9 | 1.3832268395876312e-8 |
Outlying measurements have no (4.761795746434359e-3%) effect on estimated standard deviation.
Intersection/`Data.Set.Ordered.Many`/`intersection` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.8334251945860694e-7 | 1.8401383033897048e-7 | 1.8580043119727417e-7 |
| Standard deviation | 1.2336247018155183e-9 | 3.79614743223034e-9 | 7.013191076497674e-9 |
Outlying measurements have moderate (0.27618573761608384%) effect on estimated standard deviation.
Intersection/`Data.Set.Ordered.Many`/`intersection` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.935234972922013e-7 | 2.0249848580392715e-7 | 2.1603849297287068e-7 |
| Standard deviation | 2.3599470140927412e-8 | 3.4237262924711045e-8 | 4.6715631044810794e-8 |
Outlying measurements have severe (0.9649744960480563%) effect on estimated standard deviation.
Intersection/`Data.Set.Ordered.Many`/`intersection` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.185430598594823e-7 | 2.2823108923434612e-7 | 2.4173563033712004e-7 |
| Standard deviation | 3.052804447418363e-8 | 3.808155347772996e-8 | 4.8372993767678725e-8 |
Outlying measurements have severe (0.9647738159776678%) effect on estimated standard deviation.
Intersection/`Data.Set.Ordered.Many`/`intersection` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.9192946703804403e-7 | 1.9748440443348018e-7 | 2.0570806735245148e-7 |
| Standard deviation | 1.532127004294404e-8 | 2.194027017247511e-8 | 2.9592717333513216e-8 |
Outlying measurements have severe (0.9220949838584377%) effect on estimated standard deviation.
Intersection/`Data.Set.Ordered.Many`/`intersection` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.0014405544034965e-7 | 2.1119200266775976e-7 | 2.2765975204989415e-7 |
| Standard deviation | 2.8556895685056248e-8 | 4.168004830822379e-8 | 5.376515500851636e-8 |
Outlying measurements have severe (0.9738455975656393%) effect on estimated standard deviation.
Intersection/`Data.Set.Ordered.Many`/xs `intersection`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.173573570422188e-7 | 2.2794316409826054e-7 | 2.416975821522631e-7 |
| Standard deviation | 3.403398529549965e-8 | 4.307598007851765e-8 | 5.323822495149377e-8 |
Outlying measurements have severe (0.9735959443038187%) effect on estimated standard deviation.
Intersection/`Data.Set.Ordered.Many`/xs `intersection`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.0221651636281728e-7 | 2.063077070501913e-7 | 2.1497753151151052e-7 |
| Standard deviation | 8.263181117797797e-9 | 1.8171378982904105e-8 | 2.976910824871465e-8 |
Outlying measurements have severe (0.8787772586672538%) effect on estimated standard deviation.
Intersection/`Data.Set.Ordered.Many`/xs `intersection`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.007738645329149e-7 | 2.064575529940994e-7 | 2.206868609483267e-7 |
| Standard deviation | 8.639481170426716e-9 | 2.5653246293563455e-8 | 4.336376981854069e-8 |
Outlying measurements have severe (0.9348711802632205%) effect on estimated standard deviation.
Intersection/`Data.Set.Ordered.Many`/xs `intersection`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.973936616928726e-7 | 1.9804461637204883e-7 | 2.003720209066449e-7 |
| Standard deviation | 6.228802643263437e-10 | 3.840775431537084e-9 | 8.093152582326806e-9 |
Outlying measurements have moderate (0.2505812565417515%) effect on estimated standard deviation.
Intersection/`Data.Set.Ordered.Many`/xs `intersection`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.9826929893203644e-7 | 1.992727684641646e-7 | 2.0262889201487042e-7 |
| Standard deviation | 1.930757277376613e-9 | 5.015700981633443e-9 | 9.69041943679365e-9 |
Outlying measurements have moderate (0.36267911192042274%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Many`/`intersection` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 8.008691027809247e-6 | 8.038828132363745e-6 | 8.094373428956896e-6 |
| Standard deviation | 9.311631050363761e-8 | 1.3744884586030616e-7 | 1.99948761279371e-7 |
Outlying measurements have moderate (0.15169113555541577%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Many`/`intersection` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2565898412238849e-5 | 1.2587730698573498e-5 | 1.2631383910738344e-5 |
| Standard deviation | 5.816380143783637e-8 | 9.567711540479216e-8 | 1.561188390463469e-7 |
Outlying measurements have no (6.249752778766498e-3%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Many`/`intersection` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.7557444334852923e-5 | 1.766981388598037e-5 | 1.7807436615784252e-5 |
| Standard deviation | 3.309655533623617e-7 | 4.210629780538565e-7 | 5.694540006856803e-7 |
Outlying measurements have moderate (0.2386857364661301%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Many`/`intersection` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.1384279541981276e-5 | 2.143839815807198e-5 | 2.157233154769503e-5 |
| Standard deviation | 8.301036788275179e-8 | 2.646951328713274e-7 | 4.4159383616370957e-7 |
Outlying measurements have slight (7.652815996868986e-2%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Many`/`intersection` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.5754558245440997e-5 | 2.5853239898624144e-5 | 2.626092257708314e-5 |
| Standard deviation | 2.029636476218528e-7 | 5.863633724064534e-7 | 1.2738031001181063e-6 |
Outlying measurements have moderate (0.21673594594062212%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Many`/xs `intersection`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 8.286119158831971e-6 | 8.483905921359332e-6 | 8.863837515170315e-6 |
| Standard deviation | 5.573121114490498e-7 | 9.133713009312667e-7 | 1.5510049989073576e-6 |
Outlying measurements have severe (0.8805928390452403%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Many`/xs `intersection`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.861369027724707e-6 | 7.904140508604078e-6 | 8.068779122532732e-6 |
| Standard deviation | 1.2648380317101667e-8 | 2.6628410568630346e-7 | 5.647150208975868e-7 |
Outlying measurements have moderate (0.41124974066383224%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Many`/xs `intersection`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.86202440510314e-6 | 7.931259986605904e-6 | 8.195427611903244e-6 |
| Standard deviation | 1.994147393048626e-8 | 4.215199126854846e-7 | 8.917178278258862e-7 |
Outlying measurements have severe (0.6426841044544109%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Many`/xs `intersection`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.999384796621398e-6 | 8.10059871541713e-6 | 8.552058932591522e-6 |
| Standard deviation | 2.224761286221994e-7 | 5.652090003375107e-7 | 1.1825266027953394e-6 |
Outlying measurements have severe (0.7565932709973661%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Many`/xs `intersection`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 8.016007825582497e-6 | 8.199594013131085e-6 | 8.490538182619053e-6 |
| Standard deviation | 5.00204912037943e-7 | 7.715966992143142e-7 | 1.1379792739060284e-6 |
Outlying measurements have severe (0.8494263432553198%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Unique`/`intersection` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.630202497857862e-7 | 1.638791547843278e-7 | 1.6651698668395357e-7 |
| Standard deviation | 1.6121992323522723e-9 | 4.681876529335447e-9 | 9.22940834281672e-9 |
Outlying measurements have moderate (0.42460448603353446%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Unique`/`intersection` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.8908743008536334e-6 | 4.918418822467521e-6 | 4.940089892025958e-6 |
| Standard deviation | 6.033172616604448e-8 | 8.358848938708901e-8 | 1.054654036621072e-7 |
Outlying measurements have moderate (0.15910866819294597%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Unique`/`intersection` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.258077833663068e-6 | 9.379551932352868e-6 | 9.78695930253971e-6 |
| Standard deviation | 2.423085324310755e-7 | 6.585586090746894e-7 | 1.2982513215514725e-6 |
Outlying measurements have severe (0.7538844434246835%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Unique`/`intersection` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.3624214237427234e-5 | 1.3677507724523121e-5 | 1.3809871538707317e-5 |
| Standard deviation | 1.3754158341827818e-7 | 2.8182603025572203e-7 | 5.120897666357695e-7 |
Outlying measurements have moderate (0.1986999484336168%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Unique`/`intersection` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.8258771016032155e-5 | 1.8361569534282693e-5 | 1.8579420231481594e-5 |
| Standard deviation | 2.7521493065595807e-7 | 4.81694890788377e-7 | 8.320307446532199e-7 |
Outlying measurements have moderate (0.27695755209744144%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Unique`/xs `intersection`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.7826410088782323e-7 | 1.802143049553729e-7 | 1.8369747059493717e-7 |
| Standard deviation | 5.988088522816689e-9 | 8.678462306966059e-9 | 1.3851921445563544e-8 |
Outlying measurements have severe (0.6818876844455691%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Unique`/xs `intersection`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.100635057242624e-7 | 6.219265416633595e-7 | 6.41717678995132e-7 |
| Standard deviation | 3.5038250173982195e-8 | 5.1550744234281254e-8 | 6.930692092018561e-8 |
Outlying measurements have severe (0.852122464939095%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Unique`/xs `intersection`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.018550537284651e-6 | 1.0276266008178027e-6 | 1.040337754506867e-6 |
| Standard deviation | 3.055191753963081e-8 | 3.68931398193659e-8 | 4.9271716049584066e-8 |
Outlying measurements have moderate (0.4990174702502935%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Unique`/xs `intersection`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.3886350192148173e-6 | 1.3936035081587171e-6 | 1.4019551299168412e-6 |
| Standard deviation | 1.3058744211240044e-8 | 2.1714470719834995e-8 | 3.562739392498157e-8 |
Outlying measurements have moderate (0.1535093201748317%) effect on estimated standard deviation.
Intersection/`Data.Set.Unordered.Unique`/xs `intersection`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.7796034480924847e-6 | 1.7816057151388519e-6 | 1.7848747162999283e-6 |
| Standard deviation | 5.495282274090276e-9 | 8.005859571379052e-9 | 1.1604312789633698e-8 |
Outlying measurements have no (4.999873740561961e-3%) effect on estimated standard deviation.
Difference/`Data.Set`/`difference` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.4040899473543094e-6 | 3.4069112113479684e-6 | 3.411315270000698e-6 |
| Standard deviation | 8.397681112394158e-9 | 1.1547961073014767e-8 | 1.7371631039945842e-8 |
Outlying measurements have no (5.347439010289949e-3%) effect on estimated standard deviation.
Difference/`Data.Set`/`difference` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.093388743835491e-6 | 5.248325692398818e-6 | 5.48164686647456e-6 |
| Standard deviation | 4.637595557917637e-7 | 6.44553770008977e-7 | 8.373886958341926e-7 |
Outlying measurements have severe (0.9108499026972827%) effect on estimated standard deviation.
Difference/`Data.Set`/`difference` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.236627402502443e-6 | 5.420929805596362e-6 | 5.645214942664585e-6 |
| Standard deviation | 5.844695640283279e-7 | 7.162684754039891e-7 | 8.128790666472368e-7 |
Outlying measurements have severe (0.9222127319885937%) effect on estimated standard deviation.
Difference/`Data.Set`/`difference` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.922633463062883e-6 | 4.94512215775028e-6 | 5.010492365397778e-6 |
| Standard deviation | 1.5115813577001945e-8 | 1.1957913395295687e-7 | 2.3693778091264427e-7 |
Outlying measurements have moderate (0.27790452475299593%) effect on estimated standard deviation.
Difference/`Data.Set`/`difference` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.707805454290646e-6 | 5.772165494270823e-6 | 5.875927856636911e-6 |
| Standard deviation | 1.9602546137597743e-7 | 2.741005226194934e-7 | 3.890429966299533e-7 |
Outlying measurements have severe (0.5966262013913362%) effect on estimated standard deviation.
Difference/`Data.Set`/xs `difference`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.5785733832580546e-6 | 3.610245125879973e-6 | 3.6489743056787825e-6 |
| Standard deviation | 9.341944292967872e-8 | 1.166685180511806e-7 | 1.808895853596181e-7 |
Outlying measurements have moderate (0.41730898390145693%) effect on estimated standard deviation.
Difference/`Data.Set`/xs `difference`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.695763908398265e-6 | 4.7263493423063155e-6 | 4.772539137723902e-6 |
| Standard deviation | 9.002791098446863e-8 | 1.245503815596859e-7 | 1.839116603191134e-7 |
Outlying measurements have moderate (0.31082524862820676%) effect on estimated standard deviation.
Difference/`Data.Set`/xs `difference`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.599167077561606e-6 | 4.607169242091705e-6 | 4.619563505089856e-6 |
| Standard deviation | 2.5469577750528488e-8 | 3.2669174427898435e-8 | 4.3250604488443356e-8 |
Outlying measurements have no (5.524691358024783e-3%) effect on estimated standard deviation.
Difference/`Data.Set`/xs `difference`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.580265241705411e-6 | 4.608416149828868e-6 | 4.670890604052074e-6 |
| Standard deviation | 7.18672148448955e-8 | 1.3775144429544024e-7 | 2.6867567237986396e-7 |
Outlying measurements have moderate (0.3690571620497571%) effect on estimated standard deviation.
Difference/`Data.Set`/xs `difference`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.215732578417282e-6 | 5.331370507133419e-6 | 5.522764143418412e-6 |
| Standard deviation | 3.472404619614399e-7 | 5.112179883629112e-7 | 7.007663583538205e-7 |
Outlying measurements have severe (0.8627886272704315%) effect on estimated standard deviation.
Difference/`Data.Map`/`difference` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.376171845944001e-6 | 4.379265011211546e-6 | 4.383723901336668e-6 |
| Standard deviation | 9.309362439794917e-9 | 1.2234399919146386e-8 | 1.7691282714815154e-8 |
Outlying measurements have no (5.494337779677045e-3%) effect on estimated standard deviation.
Difference/`Data.Map`/`difference` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.642896636995155e-6 | 5.654076444586534e-6 | 5.686577227974239e-6 |
| Standard deviation | 2.35434563969838e-8 | 5.822837077660158e-8 | 1.1219458107472717e-7 |
Outlying measurements have slight (6.429048346130152e-2%) effect on estimated standard deviation.
Difference/`Data.Map`/`difference` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.639294124972274e-6 | 5.644953533205788e-6 | 5.656485423968611e-6 |
| Standard deviation | 1.805557759656743e-8 | 2.7157318929882092e-8 | 4.431370903633077e-8 |
Outlying measurements have no (5.649535123967141e-3%) effect on estimated standard deviation.
Difference/`Data.Map`/`difference` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.768537055165556e-6 | 5.774730001276726e-6 | 5.780503062296234e-6 |
| Standard deviation | 1.656357959912901e-8 | 1.984426420281665e-8 | 2.4655670535824767e-8 |
Outlying measurements have no (5.681632653061161e-3%) effect on estimated standard deviation.
Difference/`Data.Map`/`difference` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.020881613287139e-6 | 6.026311922035326e-6 | 6.034844209366664e-6 |
| Standard deviation | 1.5409515555446697e-8 | 2.2301236914883504e-8 | 3.632739970835891e-8 |
Outlying measurements have no (5.714096974501383e-3%) effect on estimated standard deviation.
Difference/`Data.Map`/xs `difference`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.321352310367644e-6 | 4.323918722449557e-6 | 4.327475483390202e-6 |
| Standard deviation | 7.339371050664874e-9 | 9.975755455866042e-9 | 1.5311562607577085e-8 |
Outlying measurements have no (5.4943377796769985e-3%) effect on estimated standard deviation.
Difference/`Data.Map`/xs `difference`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.309264127040616e-6 | 5.31256353806044e-6 | 5.317476124609264e-6 |
| Standard deviation | 9.458028884681535e-9 | 1.3419948296807469e-8 | 2.224396514971348e-8 |
Outlying measurements have no (5.617798206134891e-3%) effect on estimated standard deviation.
Difference/`Data.Map`/xs `difference`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.292391802471689e-6 | 5.296207778665574e-6 | 5.302957231087059e-6 |
| Standard deviation | 9.011912405141528e-9 | 1.7234736753609756e-8 | 2.7461994215109105e-8 |
Outlying measurements have no (5.617798206134884e-3%) effect on estimated standard deviation.
Difference/`Data.Map`/xs `difference`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.302274915375522e-6 | 5.305310115533036e-6 | 5.308846007775004e-6 |
| Standard deviation | 8.253949884890052e-9 | 1.057334285825027e-8 | 1.3757241677273475e-8 |
Outlying measurements have no (5.617798206134891e-3%) effect on estimated standard deviation.
Difference/`Data.Map`/xs `difference`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.8560460550775e-6 | 5.8600725198698604e-6 | 5.8648763092279525e-6 |
| Standard deviation | 1.1309755947965548e-8 | 1.4744706167099506e-8 | 1.9991334444151355e-8 |
Outlying measurements have no (5.681632653061224e-3%) effect on estimated standard deviation.
Difference/`Data.IntSet`/`difference` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.91881258130495e-8 | 9.961554296978733e-8 | 1.0043164024955187e-7 |
| Standard deviation | 1.26657348749684e-9 | 1.858055489755712e-9 | 2.9615946224352195e-9 |
Outlying measurements have moderate (0.2470832727839907%) effect on estimated standard deviation.
Difference/`Data.IntSet`/`difference` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0383498401395479e-7 | 1.0414215797494152e-7 | 1.0463567538210702e-7 |
| Standard deviation | 8.72345646862183e-10 | 1.2979883389610918e-9 | 1.955445191731312e-9 |
Outlying measurements have moderate (0.12848413519741245%) effect on estimated standard deviation.
Difference/`Data.IntSet`/`difference` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0460054827990974e-7 | 1.0521935998718576e-7 | 1.0626587195326634e-7 |
| Standard deviation | 1.3258279889875805e-9 | 2.6713388871149783e-9 | 4.124317291169198e-9 |
Outlying measurements have moderate (0.3770737136141021%) effect on estimated standard deviation.
Difference/`Data.IntSet`/`difference` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0434443959038267e-7 | 1.0533779793944605e-7 | 1.0797621322245455e-7 |
| Standard deviation | 1.8790440245028787e-9 | 5.002967880529955e-9 | 1.053563404281594e-8 |
Outlying measurements have severe (0.6846061227018515%) effect on estimated standard deviation.
Difference/`Data.IntSet`/`difference` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0684228873629681e-7 | 1.0882003071324214e-7 | 1.1363591372017693e-7 |
| Standard deviation | 5.66042579581788e-9 | 9.561528146131755e-9 | 1.4658870968557392e-8 |
Outlying measurements have severe (0.8847980693615578%) effect on estimated standard deviation.
Difference/`Data.IntSet`/xs `difference`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0995488225352517e-7 | 1.1018288613485108e-7 | 1.1059294376212598e-7 |
| Standard deviation | 3.281549557148735e-10 | 1.0004066701196768e-9 | 1.6347912709079215e-9 |
Outlying measurements have slight (7.0140419071902e-2%) effect on estimated standard deviation.
Difference/`Data.IntSet`/xs `difference`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0970026689739805e-7 | 1.0983984445754533e-7 | 1.0997761618156737e-7 |
| Standard deviation | 4.239916094407305e-10 | 4.777604455807695e-10 | 5.928253151449554e-10 |
Outlying measurements have no (3.875910309013075e-3%) effect on estimated standard deviation.
Difference/`Data.IntSet`/xs `difference`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.0969247920438892e-7 | 1.0977827186423309e-7 | 1.0990898076440473e-7 |
| Standard deviation | 2.591519018458082e-10 | 3.4755404530869014e-10 | 4.54392673677369e-10 |
Outlying measurements have no (3.89099121093742e-3%) effect on estimated standard deviation.
Difference/`Data.IntSet`/xs `difference`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1000653099350055e-7 | 1.1015012388182731e-7 | 1.1046208584540984e-7 |
| Standard deviation | 3.1595842901635936e-10 | 6.501741653140824e-10 | 1.200916751371631e-9 |
Outlying measurements have no (3.89099121093745e-3%) effect on estimated standard deviation.
Difference/`Data.IntSet`/xs `difference`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.140805653963077e-7 | 1.1475785807177297e-7 | 1.1633055686674345e-7 |
| Standard deviation | 2.236586418813046e-9 | 3.412544777761298e-9 | 5.840796991729275e-9 |
Outlying measurements have moderate (0.45358400976248464%) effect on estimated standard deviation.
Difference/`Data.IntMap`/`difference` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.502335147595552e-7 | 6.576463282888115e-7 | 6.796729450563555e-7 |
| Standard deviation | 1.617742188238091e-8 | 4.0381417337346244e-8 | 7.850248513563178e-8 |
Outlying measurements have severe (0.7570658556018925%) effect on estimated standard deviation.
Difference/`Data.IntMap`/`difference` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 8.9370069805066e-7 | 8.961251000082446e-7 | 8.996468012803955e-7 |
| Standard deviation | 6.843460257168121e-9 | 1.0172867773869782e-8 | 1.3839308635198545e-8 |
Outlying measurements have slight (9.305842674055763e-2%) effect on estimated standard deviation.
Difference/`Data.IntMap`/`difference` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 8.997258726511133e-7 | 9.047366639911675e-7 | 9.203011548559022e-7 |
| Standard deviation | 1.29608969645949e-8 | 2.6140334078905558e-8 | 4.913836591491268e-8 |
Outlying measurements have moderate (0.3937904387734856%) effect on estimated standard deviation.
Difference/`Data.IntMap`/`difference` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.052871419167864e-7 | 9.091655233345595e-7 | 9.260388288648742e-7 |
| Standard deviation | 3.5086694800787776e-9 | 2.2503312963279597e-8 | 5.0141815847855466e-8 |
Outlying measurements have moderate (0.3243464960540891%) effect on estimated standard deviation.
Difference/`Data.IntMap`/`difference` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 9.188763603613589e-7 | 9.257834891568033e-7 | 9.43212740229295e-7 |
| Standard deviation | 1.7177751092623364e-8 | 3.434649085428909e-8 | 6.334012100816724e-8 |
Outlying measurements have severe (0.5199445723657315%) effect on estimated standard deviation.
Difference/`Data.IntMap`/xs `difference`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.385530443269923e-7 | 7.748999694380898e-7 | 8.209824049054226e-7 |
| Standard deviation | 1.070813510337418e-7 | 1.316435420782726e-7 | 1.511144680416452e-7 |
Outlying measurements have severe (0.9609982279299851%) effect on estimated standard deviation.
Difference/`Data.IntMap`/xs `difference`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.38744735803961e-7 | 7.401068435890034e-7 | 7.423170640541743e-7 |
| Standard deviation | 3.8706341204203046e-9 | 5.456419531521895e-9 | 7.864981120781871e-9 |
Outlying measurements have no (4.587058548705665e-3%) effect on estimated standard deviation.
Difference/`Data.IntMap`/xs `difference`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.331628042983942e-7 | 7.365906302731588e-7 | 7.513567673885446e-7 |
| Standard deviation | 2.6780457920931296e-9 | 2.0797902785814667e-8 | 4.7750972620612815e-8 |
Outlying measurements have moderate (0.3890200095624617%) effect on estimated standard deviation.
Difference/`Data.IntMap`/xs `difference`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.491481379431819e-7 | 7.499304048897832e-7 | 7.51541967243093e-7 |
| Standard deviation | 1.351779366259391e-9 | 3.799928222654223e-9 | 6.509817554357151e-9 |
Outlying measurements have no (4.587058548705656e-3%) effect on estimated standard deviation.
Difference/`Data.IntMap`/xs `difference`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.548680052127681e-7 | 7.591004047297586e-7 | 7.665146512264027e-7 |
| Standard deviation | 1.0826740105665997e-8 | 1.7887531941695136e-8 | 2.6437797191208595e-8 |
Outlying measurements have moderate (0.30486132638274066%) effect on estimated standard deviation.
Difference/`Data.Set.Ordered.Many`/`difference` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.148029181085875e-6 | 3.155867396262743e-6 | 3.1717657680329e-6 |
| Standard deviation | 1.9978815989334738e-8 | 3.631372993802302e-8 | 6.57124139808446e-8 |
Outlying measurements have slight (8.529290029135558e-2%) effect on estimated standard deviation.
Difference/`Data.Set.Ordered.Many`/`difference` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.7663756123305937e-6 | 3.7948743982261874e-6 | 3.8356983123484035e-6 |
| Standard deviation | 8.132108925856343e-8 | 1.099070975369363e-7 | 1.5201771282752434e-7 |
Outlying measurements have moderate (0.3607633413218154%) effect on estimated standard deviation.
Difference/`Data.Set.Ordered.Many`/`difference` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.6756892417638662e-6 | 3.6917137885646434e-6 | 3.720036053289608e-6 |
| Standard deviation | 4.412809401096886e-8 | 6.876370803178448e-8 | 1.1804973318076567e-7 |
Outlying measurements have moderate (0.19026253833499%) effect on estimated standard deviation.
Difference/`Data.Set.Ordered.Many`/`difference` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.6747383893470412e-6 | 3.686626697696391e-6 | 3.706549163922608e-6 |
| Standard deviation | 3.054387446997541e-8 | 5.208957376371173e-8 | 8.51328741582743e-8 |
Outlying measurements have moderate (0.11835371517048775%) effect on estimated standard deviation.
Difference/`Data.Set.Ordered.Many`/`difference` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.8118651421796534e-6 | 3.8534310177190806e-6 | 3.91453383137294e-6 |
| Standard deviation | 1.3368097263813167e-7 | 1.649603062498819e-7 | 2.1171217229734364e-7 |
Outlying measurements have severe (0.5532583254658833%) effect on estimated standard deviation.
Difference/`Data.Set.Ordered.Many`/xs `difference`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.1840119648490376e-6 | 3.192066074899893e-6 | 3.2167215904279433e-6 |
| Standard deviation | 1.9647996673473653e-8 | 4.11044397659419e-8 | 7.883965302706423e-8 |
Outlying measurements have moderate (0.10118790478502153%) effect on estimated standard deviation.
Difference/`Data.Set.Ordered.Many`/xs `difference`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.180208794413332e-6 | 3.2001169951781844e-6 | 3.2395143815235464e-6 |
| Standard deviation | 3.9194813618973467e-8 | 8.98651227221875e-8 | 1.5104047250226214e-7 |
Outlying measurements have moderate (0.3496255808250141%) effect on estimated standard deviation.
Difference/`Data.Set.Ordered.Many`/xs `difference`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.1757692640040133e-6 | 3.184156452762782e-6 | 3.1982631886752536e-6 |
| Standard deviation | 2.155841352976302e-8 | 3.6185342335967154e-8 | 5.666879877608536e-8 |
Outlying measurements have slight (8.044505277196269e-2%) effect on estimated standard deviation.
Difference/`Data.Set.Ordered.Many`/xs `difference`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.1916730324574434e-6 | 3.2061287829965954e-6 | 3.228744783884049e-6 |
| Standard deviation | 4.073406355933618e-8 | 5.797258018145811e-8 | 9.003157092486466e-8 |
Outlying measurements have moderate (0.18304191019145147%) effect on estimated standard deviation.
Difference/`Data.Set.Ordered.Many`/xs `difference`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.1712718857940337e-6 | 3.1805394320665744e-6 | 3.1956985548018092e-6 |
| Standard deviation | 2.3776743096693505e-8 | 3.655904811251974e-8 | 5.454966092467419e-8 |
Outlying measurements have slight (8.528206286833982e-2%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Many`/`difference` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.2649623229567627e-6 | 3.3248668485168952e-6 | 3.4070325843300136e-6 |
| Standard deviation | 1.778003235516189e-7 | 2.3518712471731978e-7 | 3.116039858504256e-7 |
Outlying measurements have severe (0.7809836483659587%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Many`/`difference` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.6488564739696836e-6 | 3.6793624399076438e-6 | 3.7395010201476847e-6 |
| Standard deviation | 4.7105967024968656e-8 | 1.4457277480151674e-7 | 2.6222266545407494e-7 |
Outlying measurements have severe (0.5143789973527334%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Many`/`difference` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.660472350867617e-6 | 3.6769575655996784e-6 | 3.706308288521629e-6 |
| Standard deviation | 3.906249476207934e-8 | 7.05130622160973e-8 | 1.160240983360497e-7 |
Outlying measurements have moderate (0.19667319954165166%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Many`/`difference` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.911737669740145e-6 | 4.051038533675108e-6 | 4.224321409370562e-6 |
| Standard deviation | 4.3379206977888116e-7 | 5.280714180621187e-7 | 6.30840680049321e-7 |
Outlying measurements have severe (0.9242150391377303%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Many`/`difference` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.7515178448888306e-6 | 3.816051127229089e-6 | 3.915016423212892e-6 |
| Standard deviation | 1.8526939665890642e-7 | 2.667366945339923e-7 | 3.694931292450174e-7 |
Outlying measurements have severe (0.7719634820395297%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Many`/xs `difference`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.277136269072033e-6 | 3.3018361548236916e-6 | 3.3306086359138325e-6 |
| Standard deviation | 7.593848224689122e-8 | 9.12198177326375e-8 | 1.1091995980809041e-7 |
Outlying measurements have moderate (0.34423549815466165%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Many`/xs `difference`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.221327889051746e-6 | 3.2547574271449095e-6 | 3.312414757815197e-6 |
| Standard deviation | 9.198992470734675e-8 | 1.451547513843387e-7 | 2.3181165829420023e-7 |
Outlying measurements have severe (0.5787810409025289%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Many`/xs `difference`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.1913090239044635e-6 | 3.20342250916984e-6 | 3.222185673312786e-6 |
| Standard deviation | 3.156397805107534e-8 | 4.737426923503796e-8 | 8.153889568032326e-8 |
Outlying measurements have moderate (0.1316518413602018%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Many`/xs `difference`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.195882188913734e-6 | 3.2071126244658184e-6 | 3.2297246690088e-6 |
| Standard deviation | 3.4430247003399514e-8 | 5.217759466234197e-8 | 9.270308544640097e-8 |
Outlying measurements have moderate (0.15230328155411235%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Many`/xs `difference`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.1687867573883813e-6 | 3.176758045930003e-6 | 3.1838417447761525e-6 |
| Standard deviation | 1.940420037596906e-8 | 2.648113375282853e-8 | 3.6745131983903494e-8 |
Outlying measurements have no (5.290855590765024e-3%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Unique`/`difference` xs/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.302859032360376e-6 | 3.3066444990932172e-6 | 3.312072504834144e-6 |
| Standard deviation | 1.1230640884662099e-8 | 1.4303071224200137e-8 | 1.984190556948157e-8 |
Outlying measurements have no (5.318996825760072e-3%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Unique`/`difference` xs/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.254724441913724e-7 | 5.25916907875769e-7 | 5.264985599300686e-7 |
| Standard deviation | 1.2205123313114206e-9 | 1.7127380335883092e-9 | 2.322214642984569e-9 |
Outlying measurements have no (4.4443558673469994e-3%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Unique`/`difference` xs/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.232240211055826e-7 | 5.234967636585751e-7 | 5.23835751301615e-7 |
| Standard deviation | 8.560635626352003e-10 | 1.0859532693294302e-9 | 1.4589267882259815e-9 |
Outlying measurements have no (4.424691358024476e-3%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Unique`/`difference` xs/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.261010738245449e-7 | 5.27434637881663e-7 | 5.309326015760784e-7 |
| Standard deviation | 3.778794496623112e-9 | 6.860960582010595e-9 | 1.2271745177821609e-8 |
Outlying measurements have moderate (0.1225549003853162%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Unique`/`difference` xs/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.401463283869887e-7 | 5.423715347467368e-7 | 5.455263245809283e-7 |
| Standard deviation | 7.232553035067088e-9 | 8.669980575193406e-9 | 1.0563547326363268e-8 |
Outlying measurements have moderate (0.17389034572479936%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Unique`/xs `difference`/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 3.3235625697257974e-6 | 3.3301459723566204e-6 | 3.341009810062668e-6 |
| Standard deviation | 1.822126504513312e-8 | 2.8921878555705885e-8 | 5.063810591506012e-8 |
Outlying measurements have no (5.3189968257603285e-3%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Unique`/xs `difference`/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 7.411318362380747e-6 | 7.438761540852163e-6 | 7.4722170553483185e-6 |
| Standard deviation | 6.403380447712257e-8 | 1.0155062896732124e-7 | 1.6537834481951535e-7 |
Outlying measurements have moderate (0.10560419821140701%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Unique`/xs `difference`/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.1440860892694606e-5 | 1.1494220214703764e-5 | 1.1583883071391846e-5 |
| Standard deviation | 1.4444536153266676e-7 | 2.208169715436585e-7 | 3.1845323411006005e-7 |
Outlying measurements have moderate (0.17720523012077705%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Unique`/xs `difference`/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.547042399686236e-5 | 1.5566715560525654e-5 | 1.598420488459473e-5 |
| Standard deviation | 1.3987322402149057e-7 | 5.324642922792406e-7 | 1.1670182827429284e-6 |
Outlying measurements have moderate (0.3982140346733534%) effect on estimated standard deviation.
Difference/`Data.Set.Unordered.Unique`/xs `difference`/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.937716112641628e-5 | 1.95131061664105e-5 | 2.0056547172251918e-5 |
| Standard deviation | 3.612492642058492e-8 | 8.738978682134833e-7 | 1.8593055218082852e-6 |
Outlying measurements have severe (0.5248557509992852%) effect on estimated standard deviation.
Insert/`Data.Set`/insert/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.30054802334166e-7 | 6.312150543395037e-7 | 6.323579749233307e-7 |
| Standard deviation | 3.2661875010393486e-9 | 3.925891941129255e-9 | 4.911163553212044e-9 |
Outlying measurements have no (4.504412276570923e-3%) effect on estimated standard deviation.
Insert/`Data.Set`/insert/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 4.666476778438535e-7 | 4.7055287319831914e-7 | 4.777167890687898e-7 |
| Standard deviation | 1.1356719495986146e-8 | 1.7896836960308856e-8 | 2.9139919431018028e-8 |
Outlying measurements have severe (0.5487470783448257%) effect on estimated standard deviation.
Insert/`Data.Set`/insert/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.713886437797356e-7 | 5.732047035659413e-7 | 5.759716153197242e-7 |
| Standard deviation | 5.483457430837023e-9 | 7.440895520634232e-9 | 1.0218761571436787e-8 |
Outlying measurements have moderate (0.11900526822027829%) effect on estimated standard deviation.
Insert/`Data.Set`/insert/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 2.387679905457978e-7 | 2.3931170783127743e-7 | 2.4124332654807124e-7 |
| Standard deviation | 5.451572060156629e-10 | 2.907373504040927e-9 | 5.80511614137569e-9 |
Outlying measurements have moderate (0.11397145206962139%) effect on estimated standard deviation.
Insert/`Data.Set`/insert/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 6.764741561128672e-7 | 6.780361924451985e-7 | 6.798794691721551e-7 |
| Standard deviation | 4.461801036759168e-9 | 5.588374833778131e-9 | 7.718544511555255e-9 |
Outlying measurements have no (4.54535977148107e-3%) effect on estimated standard deviation.
Insert/`Data.IntSet`/insert/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 8.45995763611046e-8 | 8.489050644833295e-8 | 8.541217049029157e-8 |
| Standard deviation | 7.146545392742948e-10 | 1.3266411150103009e-9 | 2.0039113068063783e-9 |
Outlying measurements have moderate (0.18885418812926258%) effect on estimated standard deviation.
Insert/`Data.IntSet`/insert/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 8.438235771975401e-8 | 8.463472811801883e-8 | 8.502999711522898e-8 |
| Standard deviation | 6.631058111769996e-10 | 1.0106329276314706e-9 | 1.4547950009718279e-9 |
Outlying measurements have moderate (0.1193189933906299%) effect on estimated standard deviation.
Insert/`Data.IntSet`/insert/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 8.431774376800456e-8 | 8.4467643317977e-8 | 8.473531307729297e-8 |
| Standard deviation | 3.820040338817257e-10 | 6.315106856876616e-10 | 1.0782346358665732e-9 |
Outlying measurements have no (3.8022259775072472e-3%) effect on estimated standard deviation.
Insert/`Data.IntSet`/insert/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 8.9099813763542e-8 | 9.112321071545613e-8 | 9.441809372233035e-8 |
| Standard deviation | 5.7786772036820726e-9 | 8.904777921916375e-9 | 1.2523933757732216e-8 |
Outlying measurements have severe (0.9063095834604511%) effect on estimated standard deviation.
Insert/`Data.IntSet`/insert/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 8.496536339911356e-8 | 8.592062759309249e-8 | 8.928170070053111e-8 |
| Standard deviation | 1.7148584028373206e-9 | 5.293993750134002e-9 | 1.1438988615315886e-8 |
Outlying measurements have severe (0.7877136817675302%) effect on estimated standard deviation.
Insert/`Data.Set.Ordered.Many`/insert/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2515701654455454e-7 | 1.255946116403313e-7 | 1.2624466787067045e-7 |
| Standard deviation | 1.3891299533660718e-9 | 1.7912052200360387e-9 | 2.397278063080076e-9 |
Outlying measurements have moderate (0.15708503011194783%) effect on estimated standard deviation.
Insert/`Data.Set.Ordered.Many`/insert/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2423812426030135e-7 | 1.2446283144135262e-7 | 1.250377035589488e-7 |
| Standard deviation | 5.918660307462541e-10 | 1.1412172919096433e-9 | 2.0941135706995337e-9 |
Outlying measurements have slight (7.070895252549834e-2%) effect on estimated standard deviation.
Insert/`Data.Set.Ordered.Many`/insert/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2465080280860808e-7 | 1.2504615291504542e-7 | 1.25629797001161e-7 |
| Standard deviation | 1.207075221186271e-9 | 1.603138394648182e-9 | 2.4348034812803032e-9 |
Outlying measurements have moderate (0.13068881087462417%) effect on estimated standard deviation.
Insert/`Data.Set.Ordered.Many`/insert/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.242522677113345e-7 | 1.2458589285939312e-7 | 1.2527562307836434e-7 |
| Standard deviation | 7.339221560467191e-10 | 1.6088187786389084e-9 | 3.042048033086783e-9 |
Outlying measurements have moderate (0.1343217860183785%) effect on estimated standard deviation.
Insert/`Data.Set.Ordered.Many`/insert/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.2449724873218574e-7 | 1.2474681631375293e-7 | 1.252954323356125e-7 |
| Standard deviation | 8.060859231900126e-10 | 1.2196217738993683e-9 | 2.0686723522566194e-9 |
Outlying measurements have slight (8.1786111202493e-2%) effect on estimated standard deviation.
Insert/`Data.Set.Unordered.Many`/insert/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.0905249851877865e-8 | 5.1139217816052636e-8 | 5.171756803348787e-8 |
| Standard deviation | 4.725843453852471e-10 | 1.1412496267594012e-9 | 2.1914890929998703e-9 |
Outlying measurements have moderate (0.33181246519421315%) effect on estimated standard deviation.
Insert/`Data.Set.Unordered.Many`/insert/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.1707871964959234e-8 | 5.255305153952049e-8 | 5.447236127132666e-8 |
| Standard deviation | 2.2898220677215957e-9 | 4.018631489131205e-9 | 6.995884693853631e-9 |
Outlying measurements have severe (0.85663747231773%) effect on estimated standard deviation.
Insert/`Data.Set.Unordered.Many`/insert/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.1227172863173274e-8 | 5.139896618821961e-8 | 5.169807295164886e-8 |
| Standard deviation | 4.877561281752407e-10 | 7.28509627721573e-10 | 1.2661491598041284e-9 |
Outlying measurements have moderate (0.16425629348164703%) effect on estimated standard deviation.
Insert/`Data.Set.Unordered.Many`/insert/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.0883593706098246e-8 | 5.101497967012354e-8 | 5.1230506761554834e-8 |
| Standard deviation | 3.039990801090083e-10 | 5.547818651837929e-10 | 8.665609085483718e-10 |
Outlying measurements have moderate (0.10438521620048204%) effect on estimated standard deviation.
Insert/`Data.Set.Unordered.Many`/insert/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 5.095752540720677e-8 | 5.115394554290221e-8 | 5.149284918097501e-8 |
| Standard deviation | 5.818123913566733e-10 | 8.320362576484813e-10 | 1.140550697875286e-9 |
Outlying measurements have moderate (0.20669552423373092%) effect on estimated standard deviation.
Insert/`Data.Set.Unordered.Unique`/insert/1
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.4550452389940017e-7 | 1.4660518152136728e-7 | 1.4848336495054375e-7 |
| Standard deviation | 2.761816775437197e-9 | 4.718149229986145e-9 | 7.15612917885953e-9 |
Outlying measurements have moderate (0.4905888248017089%) effect on estimated standard deviation.
Insert/`Data.Set.Unordered.Unique`/insert/2
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.4496922250435986e-7 | 1.4536280948147306e-7 | 1.4598730891681753e-7 |
| Standard deviation | 1.2080970759198547e-9 | 1.6281271980392705e-9 | 2.2344349007237446e-9 |
Outlying measurements have moderate (0.10182781160971223%) effect on estimated standard deviation.
Insert/`Data.Set.Unordered.Unique`/insert/3
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.4511364685098756e-7 | 1.455562574675036e-7 | 1.4684462448121596e-7 |
| Standard deviation | 9.503639400828192e-10 | 2.3469055118492315e-9 | 4.483556465060481e-9 |
Outlying measurements have moderate (0.1897013098761297%) effect on estimated standard deviation.
Insert/`Data.Set.Unordered.Unique`/insert/4
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.4646030220999094e-7 | 1.4764789651266435e-7 | 1.523174147264259e-7 |
| Standard deviation | 2.6881805691379285e-9 | 6.350409370266192e-9 | 1.2230580571229913e-8 |
Outlying measurements have severe (0.6338133089002468%) effect on estimated standard deviation.
Insert/`Data.Set.Unordered.Unique`/insert/5
| lower bound | estimate | upper bound | |
|---|---|---|---|
| OLS regression | xxx | xxx | xxx |
| R² goodness-of-fit | xxx | xxx | xxx |
| Mean execution time | 1.4041934046135314e-7 | 1.4102901954872346e-7 | 1.4187202513596493e-7 |
| Standard deviation | 1.7522708520988472e-9 | 2.523134857264109e-9 | 3.412295315177319e-9 |
Outlying measurements have moderate (0.22431395655127156%) effect on estimated standard deviation.
understanding this report
In this report, each function benchmarked by criterion is assigned a section of its own. The charts in each section are active; if you hover your mouse over data points and annotations, you will see more details.
- The chart on the left is a kernel density estimate (also known as a KDE) of time measurements. This graphs the probability of any given time measurement occurring. A spike indicates that a measurement of a particular time occurred; its height indicates how often that measurement was repeated.
- The chart on the right is the raw data from which the kernel density estimate is built. The x axis indicates the number of loop iterations, while the y axis shows measured execution time for the given number of loop iterations. The line behind the values is the linear regression prediction of execution time for a given number of iterations. Ideally, all measurements will be on (or very near) this line.
Under the charts is a small table. The first two rows are the results of a linear regression run on the measurements displayed in the right-hand chart.
- OLS regression indicates the time estimated for a single loop iteration using an ordinary least-squares regression model. This number is more accurate than the mean estimate below it, as it more effectively eliminates measurement overhead and other constant factors.
- R² goodness-of-fit is a measure of how accurately the linear regression model fits the observed measurements. If the measurements are not too noisy, R² should lie between 0.99 and 1, indicating an excellent fit. If the number is below 0.99, something is confounding the accuracy of the linear model.
- Mean execution time and standard deviation are statistics calculated from execution time divided by number of iterations.
We use a statistical technique called the bootstrap to provide confidence intervals on our estimates. The bootstrap-derived upper and lower bounds on estimates let you see how accurate we believe those estimates to be. (Hover the mouse over the table headers to see the confidence levels.)
A noisy benchmarking environment can cause some or many measurements to fall far from the mean. These outlying measurements can have a significant inflationary effect on the estimate of the standard deviation. We calculate and display an estimate of the extent to which the standard deviation has been inflated by outliers.