# Data set One-class SVM LOF (l1 norm) LOF (l2 norm) FRaC FRaC+GSEA CSAX 1 atrt 0.9963636 0.9964 0.99595 0.9963636 0.987272727273 0.994090909091 2 bcat 0.97214285 0.9513 0.97215 0.96857135 0.915714285714 0.872857142857 3 bild 0.77559515 0.76725 0.81605 0.8815476 0.976785714286 1.0 4 biomarkers 0.58552635 0.92835 0.9453 0.9478153 0.932075471698 0.939424031778 5 breast.basal 0.7486842 0.69085 0.6979 0.761466 0.771992481203 0.731203007519 6 breast.er 0.64911775 0.77975 0.81195 0.82652535 0.776929674099 0.820093114433 7 desmoplastic 0.4285712 0.4054 0.45675 0.4269839 0.410317460317 0.534126984127 8 diabetes 0.49352935 0.4542 0.47615 0.4888236 0.415882352941 0.440588235294 9 downs 0.6469387 0.65615 0.64385 0.6438776 0.519897959184 0.581632653061 10 ethnic 0.5861979 0.653 0.6513 0.65679255 0.643185763889 0.667556423611 11 gender 0.84600005 0.6453 0.83735 0.83199995 0.718 0.978666666667 12 hematopoiesis 0.6869886 0.79225 0.89015 0.892088 0.848857142857 0.915032967033 13 leukemia 0.92753626087 0.88165 0.92315 0.9319444 0.889236111111 0.925 14 lymphomas 0.5916666 0.8387 0.84655 0.86634185 0.869588744589 0.812337662338 15 meningiomas 0.5465278 0.6116 0.66475 0.6458333 0.664351851852 0.690277777778 16 meta.1.2 0.9994898 0.9434 0.9995 0.97959195 0.744897959184 0.866836734694 17 mind.body 0.4301021 0.609 0.58715 0.5430272 0.562244897959 0.528741496599 18 multitumor 0.9980843 0.877 0.9868 0.9984674 0.999169859515 0.985823754789 19 revlimid 0.6375 0.4702 0.6406 0.5625 0.6 0.6625 20 ross2 0.95931005 0.9138 0.9622 0.98370755 0.94904162103 0.983817086528 21 ross3 0.984 1.0 0.984 1.0 1.0 1.0 22 roth07 0.63228295 0.59045 0.62425 0.6722989 0.586964785914 0.653998265973 23 sepsis 0.60938965 0.6447 0.618 0.6780516 0.543427230047 0.635093896714 24 shakes 0.4348485 0.4495 0.4443 0.4481601 0.417316017316 0.425216450216 25 smokers 0.6467178 0.6198 0.6201 0.58356765 0.581415174766 0.599552429668 26 smokers2 0.55057685 0.62905 0.65275 0.7165385 0.740256410256 0.732692307692 27 survey 0.6095239 0.66515 0.70875 0.87619035 0.80753968254 0.858333333333 28 tzd 0.57265895 0.5408 0.56075 0.59765285 0.606358668654 0.586102831595