\n", " | epoch | \n", "train_loss | \n", "train_acc | \n", "valid_loss | \n", "valid_acc | \n", "
---|---|---|---|---|---|
0 | \n", "1 | \n", "2.212897 | \n", "0.150920 | \n", "11.462227 | \n", "0.093750 | \n", "
1 | \n", "2 | \n", "2.201463 | \n", "0.157666 | \n", "15.435633 | \n", "0.098200 | \n", "
2 | \n", "3 | \n", "2.193212 | \n", "0.159348 | \n", "17.743526 | \n", "0.094640 | \n", "
3 | \n", "4 | \n", "2.167792 | \n", "0.176156 | \n", "19.837977 | \n", "0.096816 | \n", "
4 | \n", "5 | \n", "2.132317 | \n", "0.192181 | \n", "21.154042 | \n", "0.094739 | \n", "
5 | \n", "6 | \n", "2.100851 | \n", "0.205507 | \n", "21.467726 | \n", "0.094640 | \n", "
6 | \n", "7 | \n", "2.076702 | \n", "0.215452 | \n", "19.181373 | \n", "0.095431 | \n", "
7 | \n", "8 | \n", "2.051445 | \n", "0.225546 | \n", "17.387510 | \n", "0.096420 | \n", "
8 | \n", "9 | \n", "2.031049 | \n", "0.229428 | \n", "15.643752 | \n", "0.102255 | \n", "
9 | \n", "10 | \n", "2.012228 | \n", "0.239622 | \n", "15.169947 | \n", "0.096321 | \n", "
10 | \n", "11 | \n", "1.995873 | \n", "0.242387 | \n", "12.971168 | \n", "0.099189 | \n", "
11 | \n", "12 | \n", "1.980406 | \n", "0.250200 | \n", "12.088010 | \n", "0.102650 | \n", "
12 | \n", "13 | \n", "1.967482 | \n", "0.252649 | \n", "11.534692 | \n", "0.107298 | \n", "
13 | \n", "14 | \n", "1.954952 | \n", "0.257229 | \n", "9.970132 | \n", "0.098596 | \n", "
14 | \n", "15 | \n", "1.942960 | \n", "0.264226 | \n", "10.950436 | \n", "0.102947 | \n", "
15 | \n", "16 | \n", "1.935199 | \n", "0.266908 | \n", "9.349646 | \n", "0.120649 | \n", "
16 | \n", "17 | \n", "1.928071 | \n", "0.271372 | \n", "9.406645 | \n", "0.101562 | \n", "
17 | \n", "18 | \n", "1.917641 | \n", "0.276036 | \n", "9.823315 | \n", "0.098596 | \n", "
18 | \n", "19 | \n", "1.914162 | \n", "0.275853 | \n", "9.611549 | \n", "0.102749 | \n", "
19 | \n", "20 | \n", "1.906237 | \n", "0.278501 | \n", "10.421081 | \n", "0.104035 | \n", "
20 | \n", "21 | \n", "1.902847 | \n", "0.280584 | \n", "10.308280 | \n", "0.104727 | \n", "
21 | \n", "22 | \n", "1.893793 | \n", "0.286347 | \n", "9.669761 | \n", "0.100574 | \n", "
22 | \n", "23 | \n", "1.887595 | \n", "0.288513 | \n", "10.266509 | \n", "0.099486 | \n", "
23 | \n", "24 | \n", "1.884877 | \n", "0.287380 | \n", "9.961499 | \n", "0.100672 | \n", "
24 | \n", "25 | \n", "1.878398 | \n", "0.290378 | \n", "10.058255 | \n", "0.101068 | \n", "
\n", " | mean_fit_time | \n", "std_fit_time | \n", "mean_score_time | \n", "std_score_time | \n", "param_module__num_units | \n", "params | \n", "split0_test_score | \n", "split1_test_score | \n", "split2_test_score | \n", "mean_test_score | \n", "std_test_score | \n", "rank_test_score | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "85.332950 | \n", "0.884418 | \n", "0.899595 | \n", "0.062691 | \n", "32 | \n", "{'module__num_units': 32} | \n", "0.198020 | \n", "0.352334 | \n", "0.136085 | \n", "0.228814 | \n", "0.090927 | \n", "4 | \n", "
1 | \n", "91.577949 | \n", "2.027141 | \n", "1.021033 | \n", "0.131573 | \n", "64 | \n", "{'module__num_units': 64} | \n", "0.586904 | \n", "0.363177 | \n", "0.424371 | \n", "0.458157 | \n", "0.094411 | \n", "2 | \n", "
2 | \n", "104.849806 | \n", "3.395171 | \n", "0.999793 | \n", "0.010569 | \n", "128 | \n", "{'module__num_units': 128} | \n", "0.370029 | \n", "0.535465 | \n", "0.370366 | \n", "0.425286 | \n", "0.077908 | \n", "3 | \n", "
3 | \n", "109.364654 | \n", "1.337694 | \n", "1.046131 | \n", "0.007170 | \n", "256 | \n", "{'module__num_units': 256} | \n", "0.481402 | \n", "0.620709 | \n", "0.549098 | \n", "0.550400 | \n", "0.056881 | \n", "1 | \n", "
\n", " | param_module__num_units | \n", "split0_test_score | \n", "split1_test_score | \n", "split2_test_score | \n", "mean_test_score | \n", "rank_test_score | \n", "
---|---|---|---|---|---|---|
0 | \n", "32 | \n", "0.198020 | \n", "0.352334 | \n", "0.136085 | \n", "0.228814 | \n", "4 | \n", "
1 | \n", "64 | \n", "0.586904 | \n", "0.363177 | \n", "0.424371 | \n", "0.458157 | \n", "2 | \n", "
2 | \n", "128 | \n", "0.370029 | \n", "0.535465 | \n", "0.370366 | \n", "0.425286 | \n", "3 | \n", "
3 | \n", "256 | \n", "0.481402 | \n", "0.620709 | \n", "0.549098 | \n", "0.550400 | \n", "1 | \n", "