roc.csv
1 Data,#Samples,# Dimensions,Outlier Perc,ABOD,CBLOF,FB,HBOS,IForest,KNN,LOF,MCD,OCSVM,PCA 2 arrhythmia,452,274,14.6018,0.7688,0.7835,0.7781,0.8219,0.8005,0.7861,0.7787,0.7790,0.7812,0.7815 3 cardio,1831,21,9.6122,0.5692,0.9276,0.5867,0.8351,0.9213,0.7236,0.5736,0.8135,0.9348,0.9504 4 glass,214,9,4.2056,0.7951,0.8504,0.8726,0.7389,0.7569,0.8508,0.8644,0.7901,0.6324,0.6747 5 ionosphere,351,33,35.8974,0.9248,0.8134,0.8730,0.5614,0.8499,0.9267,0.8753,0.9557,0.8419,0.7962 6 letter,1600,32,6.2500,0.8783,0.5070,0.8660,0.5927,0.6420,0.8766,0.8594,0.8074,0.6118,0.5283 7 lympho,148,18,4.0541,0.9110,0.9728,0.9753,0.9957,0.9941,0.9745,0.9771,0.9000,0.9759,0.9847 8 mnist,7603,100,9.2069,0.7815,0.8009,0.7205,0.5742,0.8159,0.8481,0.7161,0.8666,0.8529,0.8527 9 musk,3062,166,3.1679,0.1844,0.9879,0.5263,1.0000,0.9999,0.7986,0.5287,0.9998,1.0000,1.0000 10 optdigits,5216,64,2.8758,0.4667,0.5089,0.4434,0.8732,0.7253,0.3708,0.4500,0.3979,0.4997,0.5086 11 pendigits,6870,16,2.2707,0.6878,0.9486,0.4595,0.9238,0.9435,0.7486,0.4698,0.8344,0.9303,0.9352 12 pima,768,8,34.8958,0.6794,0.7348,0.6235,0.7000,0.6806,0.7078,0.6271,0.6753,0.6215,0.6481 13 satellite,6435,36,31.6395,0.5714,0.6693,0.5572,0.7581,0.7022,0.6836,0.5573,0.8030,0.6622,0.5988 14 satimage-2,5803,36,1.2235,0.8190,0.9917,0.4570,0.9804,0.9947,0.9536,0.4577,0.9959,0.9978,0.9822 15 shuttle,49097,9,7.1511,0.6234,0.6272,0.4724,0.9855,0.9971,0.6537,0.5264,0.9903,0.9917,0.9898 16 vertebral,240,6,12.5000,0.4262,0.3486,0.4166,0.3263,0.3905,0.3817,0.4081,0.3906,0.4431,0.4027 17 vowels,1456,12,3.4341,0.9606,0.5856,0.9425,0.6727,0.7585,0.9680,0.9410,0.8076,0.7802,0.6027 18 wbc,378,30,5.5556,0.9047,0.9227,0.9325,0.9516,0.9310,0.9366,0.9349,0.9210,0.9319,0.9159