testlist <- list(pred1 = c(-2.30890100372852e+244, 1.62297627235652e+214, -2.18681114758516e-173, 3.88176277080936e-241, 3.25938996556814e+66, Inf, 9.06308096799785e+209, NA, NaN, -1.79613295258869e-37, 3.20774696940998e+183, 3.25938996556814e+66, -7.21687720723844e+96, -8.72572752487209e+118, 2.65855183547309e-225, 0), pred2 = c(-1.35000826251885e-284, -169.4791070795, -2.02063732201201e+285, 3.35087441972803e+72, 4.33553242029104e+283, 1.66689267843917e+272, NA, -1.24238854982456e+43, -2.40794346747652e-231, 1.00039007891962e+53, -1.15847727478051e+234, -1.63178191128225e+132, 2.06123925928141e+273, -1.84432011757368e+295, 2.31066208547977e-118, 3.34098733337811e+106, -2.08066893047593e+84, 1.36999203605383e+47, 6.41022559101282e+296, 3.09719131413238e-250, -3.00843515398891e+48, -6.33102507032195e+64, -2.21713148121602e+294, -1.15583606594204e-74, -2.55810036961401e+207, -8.65799255034345e+87, 32.829445168097, 8.80683803042333e+232, -3.5753319464569e-92, 3.07507750893273e-276, -5.5965801874055e-106, -2.06013341028316e-239, 1.05982924956937e+200, 9.96480472893849e+233, -4.62470267394715e+194, -1.08275232661584e+244, 1.81393674667032e-204, 4.70797623675778e-97, NaN, -4.81569606194016e+197, -2.24079814344979e-156, 8.67409781249075e-83, -1.22070506278236e+27, 4.95245855864415e-227, -3.0410141882704e-241, 6.60240180392558e+259, -1.22114826102499e+249, -6.24790624301492e-77, 7.58726633867755e+117, -2.44466320694687e+57, -3.21563119726207e-309, -8.30662997196667e+253, -4.0385790567094e+287, -2.35311882661311e+99, 1.17169706325684e+57, 3.42560428192372e+124, -4.77160166929649e-37, NA, 1.90208061136455e-192, -3.32484189565652e+207, -3.77135056279642e+235, -1.74590369808067e-83, 3.32597758035235e+147, -7.41869960958063e-298, -1.44359644490743e+32, NaN, 4.62693478542736e-225, 4.32683664916338e-113, -1.21580080512022e-297, -6.42188256257528e+48, 6.82402244378101e-58, 1.03649783496413e+78, -6.41602957023483e+295, 0), true_class = c(2101450205L, -1306566632L, 2109400311L, 1856901679L, 642355549L, 1720335665L, 471125080L, 415151253L, 4879026L, 1775422182L, -1917919493L, 1559243650L, 968679583L, 1176359267L, 832420682L, 1550901084L, -1169027549L, 618138289L, -2031571485L, -656906991L, -1807372070L, 1652637076L, 536469115L, 1774049059L, 266683956L, -1118771901L, 949102096L, 1787568638L, -774710988L, 1394002034L, 1006957148L, 1673829235L, -1444763802L, 848079467L, 533756809L, 1553827886L, 1868653250L, 1999254919L, -803012813L, -409229680L, 2102261679L, -626976007L, 1905689294L, 856358050L, 1801348323L, -2003211688L, -1133933661L, 70398849L, 2133471577L, -884256195L, -506131692L, -553142709L, 1696280301L, -1265089168L, 30413574L, 38242178L, 1907940157L, 70154981L, 59112162L, -1934610959L, -883171712L, -215748363L, -217777162L, 1266841788L, 995359039L, -2123160444L, -132225148L, -812354150L, -262989085L, 1006957148L, 265511002L, 1457002129L, 722522285L, -2081148548L, 328728802L, 762739741L, -912850880L, -1562793295L, -1408627966L, -501116147L, 828619445L, 1491874155L, -2077143631L, -1479946639L, 1624224002L, -1470385324L, 1706972999L, -521513967L, 1309656742L, -67694209L, 694038992L, 671039880L, -822965642L, 1295961010L)) result <- do.call(fbroc:::paired_roc_analysis,testlist) str(result)