ID Entrant Method Sorted Maxed FnumA MBAUC CAUC dCAUC dEAUC dCEAUC SAUC EAUC CEAUC RAUC DAUC TAUC FnumB MBBAC Dnum DBAC Tnum TBAC 1 321 Reference "SNB(CMA), IID assumption" yes no 122 0.7946±0.0653 0.6188±0.0105 0.9910±0.1531 0.9197±0.0691 0.9354±0.0565 0.4387±0.0831 0.8880±0.0632 0.6700±0.0098 0.5575±0.0152 1.0000±0.0060 0.9980±0.0015 122 0.7641±0.0642 500 0.5000±0.0000 20000 0.5000±0.0000 2 1126 Reference True MB with SVM no no 14 1.0000±0.0000 0.5125±0.0132 0.9940±0.0017 0.9970±0.0012 0.9980±0.0010 0.9950±0.0016 0.8606±0.0672 0.5760±0.0227 0.5096±0.0025 0.9942±0.0105 0.9967±0.0019 14 1.0000±0.0000 52 0.9311±0.0223 1710 0.9466±0.0036 3 371 Reference MB_LR_S yes yes 8 1.0000±0.0248 0.8209±0.0188 1.0000±0.1531 0.9975±0.0428 0.9996±0.0345 0.9910±0.0827 0.9577±0.0518 0.8520±0.0163 0.8114±0.0154 0.9934±0.0111 0.9934±0.0024 8 0.7857±0.0661 72 0.9757±0.0094 2547 0.9596±0.0023 4 1153 "leb, yt" exp1a3-reged yes no 8 0.7857±0.0666 0.5158±0.0105 1.0000±0.1531 0.8107±0.0877 0.8498±0.0754 0.6206±0.0831 0.7255±0.0324 0.5542±0.0099 0.5055±0.0152 0.9937±0.0158 0.9933±0.0024 8 0.7857±0.0661 57 0.9542±0.0182 1816 0.9347±0.0038 5 1 Reference MB and NB yes yes 8 1.0000±0.0248 0.8209±0.0188 1.0000±0.1531 0.9975±0.0428 0.9996±0.0345 0.9910±0.0827 0.9577±0.0518 0.8520±0.0163 0.8114±0.0154 0.9935±0.0114 0.9932±0.0024 8 0.7857±0.0661 78 0.9689±0.0098 2763 0.9603±0.0020 6 370 Reference MB_NB_S yes yes 8 1.0000±0.0248 0.8209±0.0188 1.0000±0.1531 0.9975±0.0428 0.9996±0.0345 0.9910±0.0827 0.9577±0.0518 0.8520±0.0163 0.8114±0.0154 0.9935±0.0114 0.9932±0.0024 8 0.7857±0.0661 78 0.9689±0.0098 2763 0.9603±0.0020 7 1038 "leb, yt" exp1a-reged yes no 8 0.7496±0.0260 0.5157±0.0105 0.9970±0.1531 0.7482±0.0435 0.7992±0.0787 0.6214±0.0831 0.7258±0.0324 0.5542±0.0099 0.5055±0.0152 0.9941±0.0157 0.9905±0.0025 8 0.7495±0.0668 57 0.9254±0.0225 1846 0.9333±0.0038 8 77 TheCauseFighter MB_Kcomb1 no no 11 0.7842±0.0661 0.5241±0.0159 0.9955±0.0015 0.8725±0.0766 0.8985±0.0633 0.4945±0.0017 0.7702±0.0751 0.5692±0.0217 0.5050±0.0028 0.9990±0.0107 0.9888±0.0026 11 0.7842±0.0661 53 0.9492±0.0197 1493 0.8811±0.0049 9 559 Reference reference_hpc no no 13 0.7832±0.0661 0.5131±0.0132 0.9945±0.0017 0.8715±0.0766 0.8975±0.0633 0.4935±0.0018 0.7692±0.0751 0.5598±0.0207 0.4988±0.0042 0.9999±0.0062 0.9800±0.0028 13 0.7832±0.0661 0 0.5000±0.0000 0 0.5000±0.0000 10 879 Prof. Denzil Dexter REGED 001 yes yes 32 0.8393±0.0580 0.4956±0.0283 0.5248±0.1531 0.9825±0.0430 0.8918±0.0566 0.7023±0.1210 0.9302±0.0519 0.5745±0.0278 0.5752±0.0141 0.9970±0.0133 0.9787±0.0036 128 0.8335±0.0551 50 0.9237±0.0234 1071 0.7705±0.0058 11 1373 Gavin Cawley final models yes yes 32 0.8393±0.0580 0.4956±0.0283 0.5248±0.1531 0.9825±0.0430 0.8918±0.0566 0.7023±0.1210 0.9302±0.0519 0.5745±0.0278 0.5752±0.0141 0.9970±0.0133 0.9787±0.0036 128 0.8335±0.0551 50 0.9237±0.0234 1071 0.7705±0.0058 12 824 Prof. Denzil Dexter reged part14 yes no 58 0.8111±0.0653 0.4901±0.0105 0.7352±0.1531 0.8655±0.0819 0.8404±0.0754 0.7319±0.1210 0.8033±0.0742 0.5468±0.0098 0.5073±0.0151 0.9972±0.0132 0.9739±0.0035 58 0.7966±0.0641 50 0.9237±0.0234 1096 0.7797±0.0058 13 822 Prof. Denzil Dexter reged part12 yes no 56 0.8115±0.0653 0.4911±0.0105 0.7357±0.1531 0.8658±0.0819 0.8407±0.0754 0.7327±0.1210 0.8036±0.0742 0.5477±0.0098 0.5060±0.0151 0.9972±0.0132 0.9736±0.0035 56 0.7976±0.0641 50 0.9237±0.0234 1090 0.7784±0.0058 14 1014 Jianxin Yin_Prof. Zhi Geng's Gr. llmmjn no no 9 0.7490±0.0668 0.5152±0.0132 0.7460±0.1768 0.8105±0.0856 0.7985±0.0775 0.6210±0.1083 0.7252±0.0751 0.5536±0.0195 0.5062±0.0021 0.9731±0.0162 0.9732±0.0031 9 0.7490±0.0668 37 0.7847±0.0322 1253 0.8094±0.0057 15 1013 Jianxin Yin_Prof. Zhi Geng's Gr. llmmjn no no 9 0.7490±0.0668 0.5152±0.0132 0.7460±0.1768 0.8105±0.0856 0.7985±0.0775 0.6210±0.1083 0.7252±0.0751 0.5536±0.0195 0.5062±0.0021 0.9731±0.0162 0.9732±0.0031 9 0.7490±0.0668 37 0.7847±0.0322 1253 0.8094±0.0057 16 767 Prof. Denzil Dexter reged part10 yes no 58 0.8112±0.0653 0.4901±0.0105 0.7352±0.1531 0.8655±0.0819 0.8404±0.0754 0.7322±0.1210 0.8034±0.0742 0.5468±0.0098 0.5074±0.0151 0.9974±0.0107 0.9727±0.0034 58 0.7966±0.0641 50 0.9237±0.0234 1086 0.7749±0.0058 17 1181 "leb, yt" exp1a5-reged yes no 14 0.7840±0.0666 0.5128±0.0105 1.0000±0.1531 0.8089±0.0877 0.8484±0.0754 0.6181±0.0831 0.7690±0.0754 0.5595±0.0099 0.5071±0.0152 0.9978±0.0103 0.9724±0.0035 14 0.7827±0.0661 56 0.9746±0.0143 1702 0.8658±0.0051 18 765 Prof. Denzil Dexter reged part8 yes no 57 0.8113±0.0653 0.4906±0.0105 0.7355±0.1531 0.8657±0.0819 0.8406±0.0754 0.7324±0.1210 0.8036±0.0742 0.5473±0.0098 0.5066±0.0151 0.9974±0.0107 0.9719±0.0035 57 0.7971±0.0641 50 0.9237±0.0234 1071 0.7705±0.0058 19 763 Prof. Denzil Dexter reged part6 yes no 62 0.8103±0.0653 0.4977±0.0105 0.7342±0.1531 0.8649±0.0819 0.8397±0.0754 0.7309±0.1210 0.8031±0.0742 0.5532±0.0098 0.5051±0.0151 0.9975±0.0106 0.9708±0.0035 62 0.7945±0.0641 50 0.9237±0.0234 1061 0.7663±0.0058 20 757 Prof. Denzil Dexter reged part4 yes no 72 0.8085±0.0653 0.5027±0.0105 0.7317±0.1531 0.8636±0.0819 0.8382±0.0754 0.7284±0.1210 0.8006±0.0742 0.5568±0.0098 0.5047±0.0151 0.9979±0.0104 0.9707±0.0035 72 0.7894±0.0641 49 0.9153±0.0244 1043 0.7605±0.0058 21 467 Jianxin Yin_Prof. Zhi Geng's Gr. lin no no 11 0.7117±0.0661 0.5141±0.0132 0.7450±0.1768 0.8095±0.0856 0.7975±0.0775 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5050±0.0028 0.9970±0.0109 0.9681±0.0036 11 0.7117±0.0661 43 0.8644±0.0289 862 0.7216±0.0058 22 784 Jianxin Yin_Prof. Zhi Geng's Gr. lin+rpc+filter no no 11 0.7117±0.0661 0.5141±0.0132 0.7450±0.1768 0.8095±0.0856 0.7975±0.0775 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5050±0.0028 0.9970±0.0109 0.9681±0.0036 11 0.7117±0.0661 43 0.8644±0.0289 862 0.7216±0.0058 23 465 Jianxin Yin_Prof. Zhi Geng's Gr. linpred no no 11 0.7117±0.0661 0.5141±0.0132 0.7450±0.1768 0.8095±0.0856 0.7975±0.0775 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5050±0.0028 0.9970±0.0109 0.9681±0.0036 11 0.7117±0.0661 43 0.8644±0.0289 862 0.7216±0.0058 24 808 Jianxin Yin_Prof. Zhi Geng's Gr. lin.glm.kcl.rpc.filter #1 no no 11 0.7117±0.0661 0.5141±0.0132 0.7450±0.1768 0.8095±0.0856 0.7975±0.0775 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5050±0.0028 0.9970±0.0109 0.9681±0.0036 11 0.7117±0.0661 43 0.8644±0.0289 862 0.7216±0.0058 25 1180 "leb, yt" exp1a4-reged yes no 9 0.7851±0.0666 0.5153±0.0105 1.0000±0.1531 0.8099±0.0877 0.8492±0.0754 0.6200±0.0831 0.7248±0.0324 0.5537±0.0099 0.5062±0.0152 1.0000±0.0060 0.9673±0.0036 9 0.7852±0.0661 59 1.0000±0.0000 1945 0.8993±0.0045 26 1491 "leb, yt" final test yes no 9 0.7851±0.0666 1.0000±0.0060 0.9673±0.0036 9 0.7852±0.0661 59 1.0000±0.0000 1945 0.8993±0.0045 27 1482 C.Grozea mixed yes no 9 0.6765±0.0260 0.9947±0.0116 0.9644±0.0037 9 0.6765±0.0640 60 0.9508±0.0183 1851 0.8536±0.0052 28 1432 C.Grozea mb yes no 9 0.6765±0.0260 0.9947±0.0116 0.9644±0.0037 9 0.6765±0.0640 60 0.9508±0.0183 1851 0.8536±0.0052 29 653 Yin-Wen Chang exp #02-d yes no 62 0.7692±0.0667 0.5779±0.0105 0.9965±0.1531 0.8590±0.0820 0.8879±0.0685 0.4688±0.0831 0.8450±0.0703 0.6279±0.0098 0.5197±0.0152 1.0000±0.0060 0.9612±0.0035 62 0.7583±0.0662 59 1.0000±0.0000 1110 0.7499±0.0058 30 655 Yin-Wen Chang exp #03-d yes no 62 0.7692±0.0667 0.5779±0.0105 0.9965±0.1531 0.8590±0.0820 0.8879±0.0685 0.4688±0.0831 0.8450±0.0703 0.6279±0.0098 0.5197±0.0152 1.0000±0.0060 0.9612±0.0035 62 0.7583±0.0662 59 1.0000±0.0000 1110 0.7499±0.0058 31 1315 Jianxin Yin_Prof. Zhi Geng's Gr. test #500 no no 12 0.7475±0.0668 0.5136±0.0132 0.9950±0.0016 0.8090±0.0856 0.8475±0.0725 0.4940±0.0017 0.7237±0.0751 0.5520±0.0195 0.4981±0.0041 1.0000±0.0060 0.9587±0.0037 12 0.7475±0.0668 500 0.5000±0.0000 20000 0.5000±0.0000 32 736 Prof. Denzil Dexter Final #013 yes no 56 0.8054±0.0653 0.5000±0.0105 0.7352±0.1531 0.9861±0.0429 0.9371±0.0566 0.4719±0.0831 0.8919±0.0633 0.5711±0.0098 0.4981±0.0151 0.9995±0.0103 0.9584±0.0038 56 0.7976±0.0641 56 0.9746±0.0143 1535 0.8136±0.0056 33 1196 Jianxin Yin_Prof. Zhi Geng's Gr. rec_mmllgg_05 no no 11 0.7842±0.0661 0.5141±0.0132 0.9955±0.0015 0.8725±0.0766 0.8985±0.0633 0.4945±0.0017 0.7702±0.0751 0.5609±0.0207 0.5025±0.0033 0.9998±0.0066 0.9557±0.0038 11 0.7842±0.0661 500 0.5000±0.0000 20000 0.5000±0.0000 34 1313 Jianxin Yin_Prof. Zhi Geng's Gr. test # 300 no no 11 0.7842±0.0661 0.5141±0.0132 0.9955±0.0015 0.8725±0.0766 0.8985±0.0633 0.4945±0.0017 0.7702±0.0751 0.5609±0.0207 0.5025±0.0033 0.9998±0.0066 0.9557±0.0038 11 0.7842±0.0661 500 0.5000±0.0000 20000 0.5000±0.0000 35 1199 Jianxin Yin_Prof. Zhi Geng's Gr. test #100 no no 11 0.7842±0.0661 0.5141±0.0132 0.9955±0.0015 0.8725±0.0766 0.8985±0.0633 0.4945±0.0017 0.7702±0.0751 0.5609±0.0207 0.5025±0.0033 0.9998±0.0066 0.9557±0.0038 11 0.7842±0.0661 500 0.5000±0.0000 20000 0.5000±0.0000 36 1354 Yin-Wen Chang exp #09 yes yes 16 0.7818±0.0667 0.5116±0.0105 0.9970±0.1531 0.8692±0.0820 0.8962±0.0685 0.4920±0.0831 0.7671±0.0754 0.5583±0.0099 0.4984±0.0152 1.0000±0.0060 0.9556±0.0040 16 0.7817±0.0661 58 0.9915±0.0084 951 0.7291±0.0058 37 1431 Yin-Wen Chang exp #08 yes yes 16 0.8566±0.0624 1.0000±0.0060 0.9556±0.0040 16 0.7817±0.0661 58 0.9915±0.0084 951 0.7291±0.0058 38 1452 Yin-Wen Chang final submission yes yes 16 0.8566±0.0624 1.0000±0.0060 0.9556±0.0040 16 0.7817±0.0661 58 0.9915±0.0084 951 0.7291±0.0058 39 1341 Yin-Wen Chang exp #08 yes yes 16 0.8566±0.0624 0.4401±0.0075 0.9970±0.1531 0.9926±0.0428 0.9950±0.0345 0.5053±0.1213 0.9672±0.0518 0.5346±0.0249 0.4480±0.0085 1.0000±0.0060 0.9556±0.0040 16 0.7817±0.0661 58 0.9915±0.0084 951 0.7291±0.0058 40 1225 Yin-Wen Chang exp #05 yes yes 32 0.8457±0.0667 0.8234±0.0166 0.9965±0.1531 0.8975±0.0820 0.9187±0.0685 0.6573±0.0831 0.8967±0.0703 0.8430±0.0257 0.8112±0.0154 1.0000±0.0060 0.9555±0.0037 256 0.7323±0.0608 59 1.0000±0.0000 913 0.7142±0.0058 41 1267 Yin-Wen Chang exp #07 yes yes 32 0.7757±0.0667 0.5624±0.0105 0.9965±0.1531 0.8628±0.0820 0.8909±0.0685 0.4839±0.0831 0.8047±0.0742 0.6076±0.0099 0.5091±0.0152 1.0000±0.0060 0.9555±0.0037 32 0.7735±0.0662 58 0.9915±0.0084 859 0.7109±0.0058 42 1268 Yin-Wen Chang exp #07 yes yes 32 0.7757±0.0667 0.5624±0.0105 0.9965±0.1531 0.8628±0.0820 0.8909±0.0685 0.4839±0.0831 0.8047±0.0742 0.6076±0.0099 0.5091±0.0152 1.0000±0.0060 0.9555±0.0037 32 0.7735±0.0662 58 0.9915±0.0084 859 0.7109±0.0058 43 1244 Yin-Wen Chang exp #05 yes yes 32 0.8457±0.0667 0.8234±0.0166 0.9965±0.1531 0.8975±0.0820 0.9187±0.0685 0.6573±0.0831 0.8967±0.0703 0.8430±0.0257 0.8112±0.0154 1.0000±0.0060 0.9555±0.0037 256 0.7323±0.0608 59 1.0000±0.0000 913 0.7142±0.0058 44 1012 Jianxin Yin_Prof. Zhi Geng's Gr. cont.rpc no no 5 0.6786±0.0640 0.5073±0.0094 0.7480±0.1768 0.7495±0.0884 0.7500±0.0791 0.4975±0.0011 0.6813±0.0725 0.5391±0.0168 0.5034±0.0015 0.9632±0.0226 0.9547±0.0039 5 0.6786±0.0640 30 0.7542±0.0325 997 0.7449±0.0058 45 1112 Jianxin Yin_Prof. Zhi Geng's Gr. zyreged no no 10 0.7485±0.0668 0.5047±0.0095 0.7455±0.1768 0.8100±0.0856 0.7980±0.0775 0.6205±0.1083 0.7247±0.0751 0.5447±0.0182 0.5044±0.0028 0.9889±0.0141 0.9528±0.0036 10 0.7485±0.0668 44 0.8729±0.0283 1016 0.6955±0.0058 46 1017 Jianxin Yin_Prof. Zhi Geng's Gr. llmmjn no no 10 0.7485±0.0668 0.5047±0.0095 0.7455±0.1768 0.8100±0.0856 0.7980±0.0775 0.6205±0.1083 0.7247±0.0751 0.5447±0.0182 0.5044±0.0028 0.9889±0.0141 0.9528±0.0036 10 0.7485±0.0668 44 0.8729±0.0283 1016 0.6955±0.0058 47 1437 Ernest Mwebaze & John Quinn init39 yes yes 11 0.7122±0.0260 0.9996±0.0064 0.9528±0.0028 11 0.7117±0.0661 56 0.9650±0.0164 1654 0.7974±0.0057 48 1444 Ernest Mwebaze & John Quinn submission yes yes 1 0.7122±0.0260 0.9942±0.0137 0.9528±0.0028 1 0.5357±0.0344 61 0.9401±0.0199 1654 0.7974±0.0057 49 1388 Ernest Mwebaze & John Quinn init33 yes yes 9 0.6769±0.0260 0.9975±0.0069 0.9528±0.0028 9 0.6765±0.0640 54 0.9288±0.0224 1654 0.7974±0.0057 50 1389 Ernest Mwebaze & John Quinn init34 yes yes 11 0.7122±0.0260 0.9996±0.0064 0.9528±0.0028 11 0.7117±0.0661 56 0.9650±0.0164 1654 0.7974±0.0057 51 1340 Vladimir Nikulin vn14 no no 400 0.7316±0.0474 0.5476±0.0352 0.8004±0.0078 0.7392±0.0590 0.7523±0.0481 0.6755±0.1085 0.6193±0.0729 0.5616±0.0322 0.5402±0.0171 1.0000±0.0060 0.9522±0.0038 400 0.7316±0.0474 50 0.9237±0.0234 111 0.5303±0.0028 52 1208 Vladimir Nikulin vn12e no no 400 0.7316±0.0474 0.5476±0.0352 0.8004±0.0078 0.7392±0.0590 0.7523±0.0481 0.6755±0.1085 0.6193±0.0729 0.5616±0.0322 0.5402±0.0171 1.0000±0.0060 0.9522±0.0038 400 0.7316±0.0474 50 0.9237±0.0234 111 0.5303±0.0028 53 1317 Jianxin Yin_Prof. Zhi Geng's Gr. test #500 no no 14 0.8189±0.0640 0.5125±0.0132 0.9940±0.0017 0.9340±0.0585 0.9475±0.0474 0.4930±0.0019 0.8146±0.0725 0.5676±0.0218 0.4995±0.0042 1.0000±0.0060 0.9517±0.0033 14 0.8189±0.0640 500 0.5000±0.0000 20000 0.5000±0.0000 54 1475 Jianxin Yin_Prof. Zhi Geng's Gr. final submission no no 14 0.8189±0.0640 1.0000±0.0060 0.9517±0.0033 14 0.8189±0.0640 500 0.5000±0.0000 20000 0.5000±0.0000 55 1474 Jianxin Yin_Prof. Zhi Geng's Gr. final submission no no 14 0.8189±0.0640 1.0000±0.0060 0.9517±0.0033 14 0.8189±0.0640 500 0.5000±0.0000 20000 0.5000±0.0000 56 1459 Jianxin Yin_Prof. Zhi Geng's Gr. final submit no no 14 0.8189±0.0640 1.0000±0.0060 0.9517±0.0033 14 0.8189±0.0640 500 0.5000±0.0000 20000 0.5000±0.0000 57 1321 Jianxin Yin_Prof. Zhi Geng's Gr. test #500 no no 14 0.8189±0.0640 0.5125±0.0132 0.9940±0.0017 0.9340±0.0585 0.9475±0.0474 0.4930±0.0019 0.8146±0.0725 0.5676±0.0218 0.4995±0.0042 1.0000±0.0060 0.9517±0.0033 14 0.8189±0.0640 500 0.5000±0.0000 20000 0.5000±0.0000 58 1386 Jianxin Yin_Prof. Zhi Geng's Gr. test # 1000 no no 14 0.8189±0.0640 0.5125±0.0132 0.9940±0.0017 0.9340±0.0585 0.9475±0.0474 0.4930±0.0019 0.8146±0.0725 0.5676±0.0218 0.4995±0.0042 1.0000±0.0060 0.9517±0.0033 14 0.8189±0.0640 500 0.5000±0.0000 20000 0.5000±0.0000 59 358 H. Jair Escalante Naive LM all yes yes 16 0.8501±0.0667 0.8283±0.0139 0.9945±0.1531 0.9091±0.0820 0.9276±0.0685 0.6505±0.0831 0.8649±0.0741 0.8414±0.0145 0.8197±0.0145 1.0000±0.0061 0.9512±0.0035 16 0.7817±0.0661 60 0.9989±0.0011 2043 0.8285±0.0054 60 744 Prof. Denzil Dexter Final #015 yes no 26 0.7799±0.0667 0.5066±0.0105 0.9980±0.1531 0.8682±0.0819 0.8956±0.0685 0.4869±0.0831 0.8106±0.0741 0.5619±0.0099 0.4951±0.0152 1.0000±0.0060 0.9508±0.0036 26 0.7766±0.0662 54 0.9576±0.0181 617 0.6254±0.0051 61 1188 Prof. Denzil Dexter reged001 part027 yes no 26 0.7798±0.0667 0.5066±0.0105 0.9980±0.1531 0.8679±0.0819 0.8953±0.0685 0.4869±0.0831 0.8105±0.0741 0.5619±0.0099 0.4952±0.0152 1.0000±0.0060 0.9508±0.0036 26 0.7766±0.0662 54 0.9576±0.0181 617 0.6254±0.0051 62 1039 "leb, yt" exp1a2-reged yes no 9 0.7853±0.0666 0.5152±0.0105 0.9970±0.1531 0.8105±0.0877 0.8491±0.0754 0.6210±0.0831 0.7711±0.0754 0.5620±0.0099 0.5062±0.0152 1.0000±0.0060 0.9488±0.0036 9 0.7852±0.0661 59 1.0000±0.0000 2018 0.9069±0.0043 63 1186 Vladimir Nikulin vn11d no no 150 0.8223±0.0551 0.5203±0.0275 0.9258±0.0056 0.8023±0.0768 0.8282±0.0635 0.8011±0.1084 0.6999±0.0753 0.5533±0.0277 0.5047±0.0125 1.0000±0.0060 0.9487±0.0037 150 0.8223±0.0551 114 0.9376±0.0079 7206 0.8329±0.0027 64 335 shaf exp18a no no 844 0.5425±0.0349 0.5122±0.0240 0.3272±0.1769 0.5782±0.0058 0.5279±0.0478 0.5779±0.0057 0.5784±0.0058 0.5245±0.0204 0.6207±0.0152 1.0000±0.0060 0.9481±0.0041 844 0.5425±0.0349 59 1.0000±0.0000 797 0.6997±0.0057 65 427 Vladimir Nikulin vn2b no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9476±0.0042 999 0.5000±0.0000 59 1.0000±0.0000 125 0.5341±0.0029 66 46 Prof. Denzil Dexter test no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9471±0.0041 999 0.5000±0.0000 337 0.6848±0.0115 14411 0.6529±0.0018 67 122 shaf exp13 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9466±0.0044 999 0.5000±0.0000 58 0.9915±0.0084 176 0.5480±0.0034 68 103 shaf exp10 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9462±0.0040 999 0.5000±0.0000 55 0.9661±0.0164 36 0.5098±0.0016 69 954 experiment 9 no no 13 0.7832±0.0661 0.5131±0.0132 0.9945±0.0017 0.8085±0.0856 0.8470±0.0725 0.6190±0.1083 0.7232±0.0751 0.5515±0.0196 0.5089±0.0025 1.0000±0.0000 0.9459±0.0036 13 0.7832±0.0661 59 1.0000±0.0000 1738 0.9459±0.0036 70 425 Vladimir Nikulin vn2 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9456±0.0043 999 0.5000±0.0000 59 1.0000±0.0000 282 0.5760±0.0042 71 426 Vladimir Nikulin exp2a no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9450±0.0042 999 0.5000±0.0000 59 1.0000±0.0000 197 0.5534±0.0036 72 1485 H. Jair Escalante DRF-LM-PSMS Final Run 2 yes yes 128 0.7996±0.0421 0.9999±0.0061 0.9448±0.0039 8 0.6408±0.0604 63 0.9859±0.0088 2176 0.7942±0.0057 73 1484 H. Jair Escalante DRF-LM-MB-PSMS Final Run 1 yes yes 999 0.6661±0.0668 1.0000±0.0060 0.9447±0.0042 64 0.6848±0.0662 75 0.9723±0.0096 2972 0.8251±0.0052 74 156 Vladimir Nikulin vn1 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9445±0.0041 999 0.5000±0.0000 59 1.0000±0.0000 125 0.5338±0.0029 75 1184 Vladimir Nikulin vn11b no no 400 0.7316±0.0474 0.5675±0.0352 0.8004±0.0078 0.7392±0.0590 0.7523±0.0481 0.6755±0.1085 0.6193±0.0729 0.5783±0.0321 0.5250±0.0172 1.0000±0.0060 0.9441±0.0040 400 0.7316±0.0474 59 1.0000±0.0000 2615 0.8551±0.0050 76 1185 Vladimir Nikulin vn11c no no 500 0.6809±0.0474 0.5545±0.0346 0.7503±0.0079 0.6888±0.0590 0.7018±0.0481 0.6253±0.1085 0.5687±0.0730 0.5582±0.0316 0.5408±0.0177 1.0000±0.0060 0.9441±0.0044 500 0.6809±0.0474 58 0.9915±0.0084 284 0.5751±0.0042 77 1445 Yin-Wen Chang exp #11 yes yes 999 0.6157±0.0668 1.0000±0.0060 0.9438±0.0040 999 0.5000±0.0000 59 1.0000±0.0000 726 0.6764±0.0056 78 660 Yin-Wen Chang exp #01-d no no 999 1.0000±0.0060 0.9436±0.0040 999 55 0.9661±0.0164 379 0.6004±0.0047 79 1125 Reference True model with parents no no 2 0.5714±0.0468 0.5189±0.0131 1.0000±0.0000 0.4990±0.0007 0.6000±0.0632 0.4990±0.0007 0.4990±0.0007 0.5156±0.0109 0.5014±0.0010 0.9611±0.0204 0.9436±0.0044 2 0.5714±0.0468 31 0.7531±0.0326 987 0.7389±0.0058 80 1099 Vladimir Nikulin vn8 no no 899 0.5145±0.0347 0.5130±0.0188 0.2996±0.1768 0.5505±0.0048 0.5001±0.0477 0.5503±0.0048 0.5506±0.0048 0.5201±0.0159 0.6131±0.0138 1.0000±0.0060 0.9436±0.0041 899 0.5145±0.0347 59 1.0000±0.0000 893 0.7130±0.0058 81 751 Prof. Denzil Dexter reged part2 yes no 899 0.8354±0.0581 0.4864±0.0292 0.5208±0.1531 0.9965±0.0428 0.9022±0.0565 0.6628±0.1211 0.9478±0.0518 0.5700±0.0250 0.5749±0.0141 1.0000±0.0060 0.9433±0.0041 899 0.5145±0.0347 57 0.9831±0.0118 514 0.6273±0.0051 82 737 Prof. Denzil Dexter Final #018 no no 899 0.5145±0.0347 0.5130±0.0188 0.2996±0.1768 0.5505±0.0048 0.5001±0.0477 0.5503±0.0048 0.5506±0.0048 0.5201±0.0159 0.6131±0.0138 1.0000±0.0060 0.9431±0.0040 899 0.5145±0.0347 500 0.5000±0.0000 20000 0.5000±0.0000 83 123 shaf exp13a no no 899 0.5145±0.0347 0.5130±0.0188 0.2996±0.1768 0.5505±0.0048 0.5001±0.0477 0.5503±0.0048 0.5506±0.0048 0.5201±0.0159 0.6131±0.0138 1.0000±0.0060 0.9425±0.0041 899 0.5145±0.0347 59 1.0000±0.0000 897 0.7125±0.0058 84 758 H. Jair Escalante DRF_LM_64_kridge_only_LM yes yes 32 0.7795±0.0667 0.5275±0.0255 0.9905±0.1531 0.8186±0.0820 0.8543±0.0685 0.5879±0.0831 0.7313±0.0741 0.5651±0.0263 0.5077±0.0140 0.9997±0.0102 0.9416±0.0040 128 0.7248±0.0663 59 1.0000±0.0000 2216 0.7979±0.0056 85 1310 H. Jair Escalante DRF_LM_256_kridge_only_LM_nobayes yes yes 32 0.7795±0.0667 0.5275±0.0255 0.9905±0.1531 0.8186±0.0820 0.8543±0.0685 0.5879±0.0831 0.7313±0.0741 0.5651±0.0263 0.5077±0.0140 0.9997±0.0102 0.9416±0.0040 128 0.7248±0.0663 59 1.0000±0.0000 2216 0.7979±0.0056 86 1083 shaf exp23 no no 899 0.5145±0.0347 0.5130±0.0188 0.2996±0.1768 0.5505±0.0048 0.5001±0.0477 0.5503±0.0048 0.5506±0.0048 0.5201±0.0159 0.6131±0.0138 1.0000±0.0060 0.9413±0.0042 899 0.5145±0.0347 59 1.0000±0.0000 728 0.6818±0.0056 87 953 experiment 9 no no 15 0.8184±0.0640 0.5120±0.0132 0.9935±0.0018 0.8075±0.0856 0.8460±0.0725 0.7435±0.1250 0.7222±0.0751 0.5504±0.0196 0.5078±0.0031 1.0000±0.0000 0.9411±0.0037 15 0.8184±0.0640 59 1.0000±0.0000 1727 0.9411±0.0037 88 476 MichaelXLZ REGED1 no no 15 0.8184±0.0640 0.5120±0.0132 0.9935±0.0018 0.8075±0.0856 0.8460±0.0725 0.7435±0.1250 0.7222±0.0751 0.5504±0.0196 0.5078±0.0031 1.0000±0.0000 0.9411±0.0037 15 0.8184±0.0640 59 1.0000±0.0000 1727 0.9411±0.0037 89 475 Arnold #2 no no 999 0.9411±0.0037 999 1727 0.9411±0.0037 90 104 shaf exp10a no no 899 0.5145±0.0347 0.5130±0.0188 0.2996±0.1768 0.5505±0.0048 0.5001±0.0477 0.5503±0.0048 0.5506±0.0048 0.5201±0.0159 0.6131±0.0138 1.0000±0.0060 0.9393±0.0042 899 0.5145±0.0347 58 0.9915±0.0084 475 0.6251±0.0051 91 611 Yin-Wen Chang exp #03 dec no no 999 1.0000±0.0060 0.9392±0.0041 999 59 1.0000±0.0000 702 0.6645±0.0055 92 697 H. Jair Escalante DfRF-MB-LM-10-10 yes yes 32 0.7727±0.0667 0.5576±0.0295 0.9960±0.1531 0.8160±0.0820 0.8533±0.0685 0.5668±0.0831 0.7288±0.0742 0.5898±0.0291 0.5260±0.0105 0.9997±0.0102 0.9389±0.0041 64 0.7573±0.0662 61 0.9977±0.0016 2072 0.8096±0.0056 93 1308 H. Jair Escalante DRF_LM_MB_not_local yes yes 32 0.7720±0.0667 0.5567±0.0295 0.9955±0.1531 0.8155±0.0820 0.8528±0.0685 0.5658±0.0831 0.7282±0.0742 0.5889±0.0291 0.5272±0.0105 0.9997±0.0102 0.9389±0.0041 64 0.7573±0.0662 61 0.9977±0.0016 2126 0.8127±0.0055 94 1182 Vladimir Nikulin vn11 no no 200 0.7969±0.0552 0.5039±0.0286 0.9007±0.0063 0.7771±0.0768 0.8029±0.0636 0.7760±0.1084 0.6745±0.0753 0.5350±0.0284 0.5087±0.0140 1.0000±0.0060 0.9389±0.0043 200 0.7969±0.0552 102 0.9512±0.0071 7079 0.8277±0.0031 95 623 Yin-Wen Chang exp #00-d no no 999 1.0000±0.0060 0.9385±0.0042 999 0 0.5000±0.0000 0 0.5000±0.0000 96 626 MichaelXLZ REGED #2 no no 15 0.8184±0.0640 0.5120±0.0132 0.9935±0.0018 0.8075±0.0856 0.8460±0.0725 0.7435±0.1250 0.7222±0.0751 0.5504±0.0196 0.5078±0.0031 1.0000±0.0000 0.9385±0.0038 15 0.8184±0.0640 59 1.0000±0.0000 1711 0.9385±0.0038 97 627 MichaelXLZ REGED #3 no no 15 0.8184±0.0640 0.5120±0.0132 0.9935±0.0018 0.8075±0.0856 0.8460±0.0725 0.7435±0.1250 0.7222±0.0751 0.5504±0.0196 0.5078±0.0031 1.0000±0.0000 0.9385±0.0038 15 0.8184±0.0640 59 1.0000±0.0000 1711 0.9385±0.0038 98 14 Reference svm_quad_corrected yes no 700 0.8457±0.0667 0.8234±0.0166 0.9965±0.1531 0.8975±0.0820 0.9187±0.0685 0.6573±0.0831 0.8967±0.0703 0.8430±0.0257 0.7968±0.0154 0.9381±0.0037 700 0.6518±0.0073 111 0.5300±0.0028 99 334 shaf exp18 no no 873 0.5277±0.0348 0.5267±0.0189 0.3127±0.1769 0.5636±0.0053 0.5132±0.0477 0.5633±0.0053 0.5638±0.0053 0.5340±0.0161 0.6154±0.0145 1.0000±0.0060 0.9378±0.0042 873 0.5277±0.0348 59 1.0000±0.0000 725 0.6800±0.0056 100 667 Prof. Denzil Dexter reged test 2 yes no 78 0.8433±0.0624 0.5301±0.0105 0.9925±0.1531 0.8604±0.0820 0.8882±0.0685 0.7249±0.1210 0.7960±0.0742 0.5790±0.0098 0.4937±0.0151 0.9999±0.0062 0.9346±0.0044 78 0.8226±0.0605 56 0.9746±0.0143 747 0.6524±0.0054 101 756 Prof. Denzil Dexter reged part3 yes no 78 0.8438±0.0624 0.5308±0.0105 0.9975±0.1531 0.8596±0.0820 0.8886±0.0685 0.7256±0.1210 0.7960±0.0742 0.5795±0.0098 0.4935±0.0151 0.9999±0.0062 0.9346±0.0044 78 0.8226±0.0605 56 0.9746±0.0143 747 0.6524±0.0054 102 336 shaf exp18b no no 658 0.4920±0.0645 0.5308±0.0319 0.4205±0.1769 0.5460±0.0769 0.5209±0.0728 0.4204±0.1252 0.5807±0.0586 0.5405±0.0287 0.6040±0.0173 1.0000±0.0060 0.9343±0.0043 658 0.4920±0.0645 59 1.0000±0.0000 777 0.6849±0.0057 103 172 shaf exp16 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9342±0.0042 999 0.5000±0.0000 32 0.7712±0.0324 53 0.5145±0.0020 104 679 Yin-Wen Chang exp #04 no no 999 1.0000±0.0060 0.9341±0.0045 999 59 1.0000±0.0000 681 0.6548±0.0054 105 1087 JJM exp 1 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.9996±0.0067 0.9340±0.0042 999 0.5000±0.0000 55 0.9661±0.0164 782 0.6806±0.0056 106 1088 JJM exp 1 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.9996±0.0067 0.9340±0.0042 999 0.5000±0.0000 55 0.9661±0.0164 782 0.6806±0.0056 107 48 shaf exp4 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0044 999 0.5000±0.0000 500 0.5000±0.0000 20000 0.5000±0.0000 108 325 Prof. Denzil Dexter Experiment #008 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 109 274 Prof. Denzil Dexter Experiment #008 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 110 390 Prof. Denzil Dexter Experiment #011 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 111 385 Prof. Denzil Dexter Experiment #013 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 112 288 Prof. Denzil Dexter Experiment #009 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 113 338 Prof. Denzil Dexter Experiment #006 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 114 95 Prof. Denzil Dexter Experiment #001 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 115 259 Prof. Denzil Dexter Experiment #006 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 116 166 Prof. Denzil Dexter Experiment #001 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 117 341 Prof. Denzil Dexter Experiment #012 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 118 323 Prof. Denzil Dexter Experiment #010 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 119 324 Prof. Denzil Dexter Experiment #009 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9327±0.0041 999 0.5000±0.0000 340 0.6814±0.0114 14784 0.6424±0.0018 120 337 Prof. Denzil Dexter Experiment #007 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9325±0.0043 999 0.5000±0.0000 335 0.6871±0.0115 14791 0.6425±0.0017 121 260 Prof. Denzil Dexter Experiment #007 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9325±0.0043 999 0.5000±0.0000 335 0.6871±0.0115 14791 0.6425±0.0017 122 133 Prof. Denzil Dexter Experiment #002 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9325±0.0043 999 0.5000±0.0000 335 0.6871±0.0115 14791 0.6425±0.0017 123 167 Prof. Denzil Dexter Experiment #002 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9325±0.0043 999 0.5000±0.0000 335 0.6871±0.0115 14791 0.6425±0.0017 124 557 Prof. Denzil Dexter Experiment #014 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9321±0.0042 999 0.5000±0.0000 340 0.6814±0.0114 14779 0.6425±0.0018 125 666 Prof. Denzil Dexter reged test no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9321±0.0042 999 0.5000±0.0000 59 1.0000±0.0000 385 0.5948±0.0046 126 750 Prof. Denzil Dexter reged part1 yes no 999 0.9078±0.0579 0.4481±0.0174 0.9950±0.1531 0.9926±0.0428 0.9946±0.0345 0.6837±0.1212 0.9364±0.0518 0.5358±0.0257 0.4599±0.0058 1.0000±0.0060 0.9321±0.0042 999 0.5000±0.0000 59 1.0000±0.0000 385 0.5948±0.0046 127 550 Prof. Denzil Dexter Final #001 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9321±0.0042 999 0.5000±0.0000 340 0.6814±0.0114 14779 0.6425±0.0018 128 535 Prof. Denzil Dexter Final #005 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9321±0.0042 999 0.5000±0.0000 340 0.6814±0.0114 14779 0.6425±0.0018 129 585 Prof. Denzil Dexter Final #009 yes no 28 0.7793±0.0667 0.5056±0.0105 0.9985±0.1531 0.8676±0.0820 0.8951±0.0685 0.4859±0.0831 0.8100±0.0741 0.5610±0.0099 0.4891±0.0152 1.0000±0.0060 0.9314±0.0039 28 0.7756±0.0662 57 0.9831±0.0118 1175 0.6962±0.0058 130 663 Prof. Denzil Dexter Experiment #015 yes no 28 0.7793±0.0667 0.5056±0.0105 0.9985±0.1531 0.8676±0.0820 0.8951±0.0685 0.4859±0.0831 0.8100±0.0741 0.5610±0.0099 0.4891±0.0152 1.0000±0.0060 0.9314±0.0039 28 0.7756±0.0662 57 0.9831±0.0118 1175 0.6962±0.0058 131 1015 Jianxin Yin_Prof. Zhi Geng's Gr. llmmm no no 31 0.7740±0.0662 0.5035±0.0134 0.7350±0.1768 0.8624±0.0766 0.8379±0.0725 0.6099±0.1083 0.7601±0.0751 0.5502±0.0208 0.5087±0.0053 1.0000±0.0061 0.9304±0.0038 31 0.7740±0.0662 55 0.9661±0.0164 931 0.6522±0.0055 132 1266 Yin-Wen Chang exp #06 yes yes 16 0.7088±0.0260 0.5215±0.0105 0.9965±0.1531 0.7423±0.0435 0.7943±0.0787 0.4920±0.0831 0.6745±0.0324 0.5497±0.0099 0.5008±0.0152 1.0000±0.0061 0.9284±0.0040 16 0.7092±0.0661 56 0.9746±0.0143 835 0.6746±0.0056 133 761 Prof. Denzil Dexter reged part5 yes no 70 0.8445±0.0624 0.5245±0.0105 0.9970±0.1531 0.8605±0.0820 0.8892±0.0685 0.7264±0.1210 0.8451±0.0703 0.5832±0.0098 0.4954±0.0151 1.0000±0.0061 0.9252±0.0046 70 0.8267±0.0605 56 0.9746±0.0143 718 0.6421±0.0053 134 2 Reference US and NB yes yes 16 0.8362±0.0667 0.8258±0.0188 0.9950±0.1531 0.8937±0.0820 0.9154±0.0685 0.6327±0.0830 0.8834±0.0703 0.8426±0.0178 0.8101±0.0154 0.9997±0.0062 0.9237±0.0043 16 0.7454±0.0668 61 0.9977±0.0016 1545 0.7608±0.0058 135 373 Reference S2N_NB_S yes yes 16 0.8362±0.0667 0.8258±0.0188 0.9950±0.1531 0.8937±0.0820 0.9154±0.0685 0.6327±0.0830 0.8834±0.0703 0.8426±0.0178 0.8101±0.0154 0.9997±0.0062 0.9237±0.0043 16 0.7454±0.0668 61 0.9977±0.0016 1545 0.7608±0.0058 136 105 shaf exp10b no no 899 0.5145±0.0347 0.5130±0.0188 0.2996±0.1768 0.5505±0.0048 0.5001±0.0477 0.5503±0.0048 0.5506±0.0048 0.5201±0.0159 0.6131±0.0138 1.0000±0.0060 0.9235±0.0045 899 0.5145±0.0347 63 0.9955±0.0023 1953 0.8030±0.0056 137 619 Jianxin Yin_Prof. Zhi Geng's Gr. newm no no 11 0.6755±0.0640 0.5141±0.0132 0.7450±0.1768 0.7465±0.0884 0.7470±0.0791 0.4945±0.0017 0.6783±0.0725 0.5442±0.0183 0.5050±0.0028 0.9883±0.0193 0.9225±0.0045 11 0.6755±0.0640 38 0.8220±0.0312 704 0.6638±0.0055 138 1045 wu zhili temp 4 yes no 11 0.7474±0.0260 0.5140±0.0105 0.7425±0.1533 0.8721±0.0819 0.8472±0.0754 0.4945±0.0831 0.7699±0.0754 0.5608±0.0099 0.5076±0.0152 0.5000±0.0133 0.9225±0.0033 11 0.7480±0.0668 500 0.5000±0.0000 3023 0.9225±0.0033 139 69 shaf exp6 no no 822 0.5536±0.0350 0.5437±0.0210 0.3383±0.1769 0.5893±0.0061 0.5390±0.0478 0.5889±0.0061 0.5896±0.0061 0.5529±0.0179 0.5829±0.0152 1.0000±0.0060 0.9212±0.0045 822 0.5536±0.0350 500 0.5000±0.0000 20000 0.5000±0.0000 140 451 H. Jair Escalante MB_LM yes yes 32 0.8497±0.0624 0.5032±0.0298 0.9880±0.1531 0.8172±0.0820 0.8527±0.0685 0.8354±0.0830 0.6884±0.0754 0.5369±0.0233 0.4965±0.0140 0.9999±0.0063 0.9210±0.0045 32 0.8460±0.0604 62 0.9966±0.0020 2754 0.8350±0.0052 141 764 Prof. Denzil Dexter reged part7 yes no 69 0.8443±0.0624 0.5251±0.0105 0.9965±0.1531 0.8604±0.0820 0.8890±0.0685 0.7264±0.1210 0.8456±0.0703 0.5838±0.0098 0.4971±0.0151 1.0000±0.0060 0.9187±0.0045 69 0.8272±0.0605 56 0.9746±0.0143 691 0.6335±0.0052 142 82 Prof. Denzil Dexter reged test yes no 31 0.7784±0.0667 0.5040±0.0105 0.9975±0.1531 0.8669±0.0820 0.8944±0.0685 0.4844±0.0831 0.8093±0.0741 0.5596±0.0099 0.4910±0.0152 1.0000±0.0060 0.9176±0.0040 31 0.7740±0.0662 57 0.9831±0.0118 1153 0.6617±0.0056 143 258 Prof. Denzil Dexter Experiment #003 yes no 31 0.7784±0.0667 0.5040±0.0105 0.9975±0.1531 0.8669±0.0820 0.8944±0.0685 0.4844±0.0831 0.8093±0.0741 0.5596±0.0099 0.4910±0.0152 1.0000±0.0060 0.9176±0.0040 31 0.7740±0.0662 57 0.9831±0.0118 1153 0.6617±0.0056 144 89 Prof. Denzil Dexter Experiment #003 yes no 31 0.7784±0.0667 0.5040±0.0105 0.9975±0.1531 0.8669±0.0820 0.8944±0.0685 0.4844±0.0831 0.8093±0.0741 0.5596±0.0099 0.4910±0.0152 1.0000±0.0060 0.9176±0.0040 31 0.7740±0.0662 57 0.9831±0.0118 1153 0.6617±0.0056 145 951 experiment 8 no no 13 0.7832±0.0661 0.5031±0.0095 0.7440±0.1768 0.8085±0.0856 0.7965±0.0775 0.7445±0.1250 0.7232±0.0751 0.5431±0.0183 0.5089±0.0025 1.0000±0.0000 0.9164±0.0043 13 0.7832±0.0661 59 1.0000±0.0000 1674 0.9164±0.0043 146 12 Reference svm_lin1 no no 999 0.9145±0.0042 999 303 0.5781±0.0043 147 952 experiment 8+ no no 13 0.7832±0.0661 0.5031±0.0095 0.7440±0.1768 0.8085±0.0856 0.7965±0.0775 0.7445±0.1250 0.7232±0.0751 0.5431±0.0183 0.5089±0.0025 1.0000±0.0000 0.9130±0.0044 13 0.7832±0.0661 59 1.0000±0.0000 1654 0.9130±0.0044 148 474 Arnold #1 no no 999 0.9128±0.0044 999 1686 0.9128±0.0044 149 766 Prof. Denzil Dexter reged part9 yes no 70 0.8439±0.0624 0.5248±0.0105 0.9965±0.1531 0.8600±0.0820 0.8887±0.0685 0.7259±0.1210 0.8451±0.0703 0.5835±0.0098 0.4952±0.0151 1.0000±0.0060 0.9125±0.0046 70 0.8267±0.0605 56 0.9746±0.0143 675 0.6274±0.0052 150 86 Prof. Denzil Dexter Experiment #005 (interim) yes no 13 0.7107±0.0260 0.5130±0.0105 0.9940±0.1531 0.7455±0.0435 0.7964±0.0787 0.4935±0.0831 0.6773±0.0324 0.5431±0.0099 0.4963±0.0152 1.0000±0.0060 0.9109±0.0040 13 0.7107±0.0661 57 0.9831±0.0118 1150 0.6659±0.0056 151 102 Prof. Denzil Dexter Experiment #005 yes no 13 0.7107±0.0260 0.5130±0.0105 0.9940±0.1531 0.7455±0.0435 0.7964±0.0787 0.4935±0.0831 0.6773±0.0324 0.5431±0.0099 0.4963±0.0152 1.0000±0.0060 0.9109±0.0040 13 0.7107±0.0661 57 0.9831±0.0118 1150 0.6659±0.0056 152 135 shaf exp15a no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.9106±0.0047 999 0.5000±0.0000 59 1.0000±0.0000 4 0.5011±0.0005 153 821 Prof. Denzil Dexter reged part11 yes no 69 0.8440±0.0624 0.5253±0.0105 0.9965±0.1531 0.8601±0.0820 0.8888±0.0685 0.7259±0.1210 0.8451±0.0703 0.5839±0.0098 0.4946±0.0151 1.0000±0.0060 0.9099±0.0046 69 0.8272±0.0605 56 0.9746±0.0143 667 0.6243±0.0051 154 171 Borisov Alexander ACE+GBT yes yes 512 0.6838±0.0628 0.3416±0.0115 0.9107±0.1532 0.8951±0.0434 0.8995±0.0352 0.1440±0.0828 0.8878±0.0322 0.4378±0.0176 0.2906±0.0044 0.9998±0.0063 0.9095±0.0038 999 0.5000±0.0000 61 0.9977±0.0016 880 0.6394±0.0054 155 78 Borisov Alexander RFE+GBT yes yes 512 0.6838±0.0628 0.3416±0.0115 0.9107±0.1532 0.8951±0.0434 0.8995±0.0352 0.1440±0.0828 0.8878±0.0322 0.4378±0.0176 0.2906±0.0044 0.9998±0.0063 0.9095±0.0038 999 0.5000±0.0000 61 0.9977±0.0016 880 0.6394±0.0054 156 87 Borisov Alexander RFE+GBT yes yes 512 0.6838±0.0628 0.3416±0.0115 0.9107±0.1532 0.8951±0.0434 0.8995±0.0352 0.1440±0.0828 0.8878±0.0322 0.4378±0.0176 0.2906±0.0044 0.9998±0.0063 0.9095±0.0038 999 0.5000±0.0000 61 0.9977±0.0016 880 0.6394±0.0054 157 823 Prof. Denzil Dexter reged part13 yes no 69 0.8440±0.0624 0.5253±0.0105 0.9965±0.1531 0.8601±0.0820 0.8888±0.0685 0.7259±0.1210 0.8451±0.0703 0.5839±0.0098 0.4946±0.0151 1.0000±0.0060 0.9091±0.0046 69 0.8272±0.0605 56 0.9746±0.0143 665 0.6237±0.0051 158 1016 Jianxin Yin_Prof. Zhi Geng's Gr. llmmjnpa no no 14 0.7464±0.0668 0.5125±0.0132 0.7435±0.1768 0.8080±0.0856 0.7960±0.0775 0.6185±0.1083 0.7227±0.0751 0.5509±0.0196 0.5021±0.0039 0.9993±0.0067 0.9034±0.0044 14 0.7464±0.0668 52 0.9407±0.0210 779 0.6026±0.0049 159 47 shaf exp3 no no 73 0.4629±0.0042 0.5112±0.0205 0.4634±0.0041 0.4632±0.0041 0.4631±0.0042 0.4633±0.0041 0.4631±0.0042 0.5027±0.0173 0.4946±0.0095 1.0000±0.0060 0.9027±0.0049 73 0.4629±0.0042 500 0.5000±0.0000 20000 0.5000±0.0000 160 498 ching-wei wang t15 correct no no 999 0.9915±0.0084 0.9022±0.0044 999 58 0.9915±0.0084 2057 0.9022±0.0044 161 497 ching-wei wang c no no 999 0.9915±0.0084 0.9022±0.0044 999 58 0.9915±0.0084 2057 0.9022±0.0044 162 491 ching-wei wang reged no no 999 0.9915±0.0084 0.9022±0.0044 999 58 0.9915±0.0084 2057 0.9022±0.0044 163 490 ching-wei wang sv rgf logi no no 999 0.9915±0.0084 0.9022±0.0044 999 58 0.9915±0.0084 2057 0.9022±0.0044 164 599 ching-wei wang 15 no no 999 0.9915±0.0084 0.9022±0.0044 999 58 0.9915±0.0084 2057 0.9022±0.0044 165 1240 ching-wei wang c no no 999 0.9915±0.0084 0.9022±0.0044 999 58 0.9915±0.0084 2057 0.9022±0.0044 166 11 Reference poly svm 2 no no 999 0.9017±0.0045 999 223 0.5518±0.0036 167 1224 Jianxin Yin_Prof. Zhi Geng's Gr. test #6 no no 13 0.7470±0.0668 0.5131±0.0132 0.7440±0.1768 0.8085±0.0856 0.7965±0.0775 0.6190±0.1083 0.7232±0.0751 0.5515±0.0196 0.5014±0.0038 1.0000±0.0061 0.9008±0.0048 13 0.7470±0.0668 500 0.5000±0.0000 20000 0.5000±0.0000 168 68 shaf exp5 no no 856 0.5364±0.0349 0.5258±0.0209 0.3212±0.1769 0.5721±0.0056 0.5218±0.0478 0.5719±0.0056 0.5724±0.0056 0.5347±0.0177 0.5254±0.0132 1.0000±0.0060 0.9006±0.0048 856 0.5364±0.0349 500 0.5000±0.0000 20000 0.5000±0.0000 169 1183 Vladimir Nikulin vn11a no no 300 0.7462±0.0553 0.5108±0.0329 0.8506±0.0072 0.7267±0.0769 0.7524±0.0637 0.7258±0.1085 0.6239±0.0754 0.5316±0.0309 0.5093±0.0162 1.0000±0.0060 0.8970±0.0048 300 0.7462±0.0553 18 0.6525±0.0300 32 0.5084±0.0015 170 374 Reference GS_LR_S yes yes 32 0.8613±0.0581 0.5606±0.0352 0.9960±0.1531 0.8505±0.0821 0.8810±0.0754 0.8050±0.1211 0.6591±0.0741 0.5797±0.0264 0.5328±0.0177 1.0000±0.0060 0.8920±0.0049 16 0.7817±0.0661 64 0.9943±0.0025 2798 0.7918±0.0056 171 961 experiment 1 no no 13 0.7470±0.0668 0.5131±0.0132 0.9945±0.0017 0.7455±0.0884 0.7965±0.0775 0.6190±0.1083 0.6773±0.0725 0.5431±0.0183 0.5014±0.0038 0.9469±0.0204 0.8908±0.0048 13 0.7470±0.0668 500 0.5000±0.0000 20000 0.5000±0.0000 172 812 experiment e#2 no no 14 0.7464±0.0668 0.5125±0.0132 0.7435±0.1768 0.8710±0.0766 0.8465±0.0725 0.4930±0.0019 0.8146±0.0725 0.5676±0.0218 0.5096±0.0025 0.8837±0.0049 14 0.7464±0.0668 1586 0.8837±0.0049 173 1223 Jianxin Yin_Prof. Zhi Geng's Gr. test no no 14 0.7102±0.0661 0.5125±0.0132 0.9940±0.0017 0.7450±0.0884 0.7960±0.0775 0.4930±0.0019 0.6768±0.0725 0.5426±0.0183 0.4995±0.0042 1.0000±0.0060 0.8826±0.0048 14 0.7102±0.0661 500 0.5000±0.0000 20000 0.5000±0.0000 174 1042 wu zhili temp 3 yes no 17 0.7811±0.0667 0.5209±0.0105 0.9975±0.1531 0.8682±0.0820 0.8955±0.0685 0.4915±0.0831 0.7662±0.0754 0.5659±0.0099 0.5015±0.0152 0.5000±0.0133 0.8669±0.0050 17 0.7811±0.0661 500 0.5000±0.0000 1856 0.8669±0.0050 175 1048 wu zhili temp 5 yes no 73 0.8213±0.0625 0.6102±0.0105 0.9564±0.1531 0.8369±0.0820 0.8621±0.0686 0.7136±0.0831 0.7802±0.0742 0.6432±0.0098 0.5226±0.0152 0.5000±0.0133 0.8608±0.0048 73 0.8252±0.0605 500 0.5000±0.0000 2920 0.8608±0.0048 176 492 ching-wei wang t no no 999 1.0000±0.0000 0.8564±0.0052 999 59 1.0000±0.0000 1834 0.8564±0.0052 177 495 ching-wei wang t15 no no 999 1.0000±0.0000 0.8564±0.0052 999 59 1.0000±0.0000 1834 0.8564±0.0052 178 496 ching-wei wang r no no 999 1.0000±0.0000 0.8564±0.0052 999 59 1.0000±0.0000 1834 0.8564±0.0052 179 1351 Ernest Mwebaze & John Quinn init32 yes yes 11 0.7123±0.0260 0.5141±0.0105 0.9940±0.1531 0.7477±0.0877 0.7982±0.0787 0.4945±0.0831 0.6792±0.0324 0.5443±0.0099 0.5000±0.0152 0.8532±0.0052 4 0.6066±0.0548 0 1285 0.7178±0.0058 180 1338 Ernest Mwebaze & John Quinn init31 yes yes 11 0.7119±0.0260 0.5140±0.0105 0.9935±0.1531 0.7472±0.0435 0.7977±0.0787 0.4945±0.0831 0.6788±0.0324 0.5442±0.0099 0.5000±0.0152 0.8532±0.0052 11 0.7117±0.0661 0 922 0.7155±0.0058 181 1051 wu zhili temp 7 yes no 73 0.8213±0.0625 0.6102±0.0105 0.9564±0.1531 0.8369±0.0820 0.8621±0.0686 0.7136±0.0831 0.7802±0.0742 0.6432±0.0098 0.5226±0.0152 0.5000±0.0133 0.8454±0.0051 73 0.8252±0.0605 500 0.5000±0.0000 2400 0.8454±0.0051 182 1023 Valente ofs24_14 no no 14 0.6740±0.0640 0.5225±0.0160 0.9940±0.0017 0.6820±0.0856 0.7455±0.0791 0.4930±0.0019 0.6308±0.0672 0.5426±0.0183 0.5046±0.0035 1.0000±0.0000 0.8413±0.0053 14 0.6740±0.0640 59 1.0000±0.0000 2002 0.8413±0.0053 183 1022 Valente ofs24 no no 999 0.8413±0.0053 999 2002 0.8413±0.0053 184 245 Louis Duclos-Gosselin Bayes Methods 2 yes no 10 0.6761±0.0260 0.5146±0.0105 0.7457±0.1531 0.7471±0.0435 0.7476±0.0354 0.4950±0.0831 0.6789±0.0324 0.5447±0.0099 0.4968±0.0152 0.9661±0.0164 0.8406±0.0054 10 0.6760±0.0640 55 0.9661±0.0164 1262 0.8406±0.0054 185 240 Louis Duclos-Gosselin Bayes Methods 2 yes no 10 0.6761±0.0260 0.5146±0.0105 0.7457±0.1531 0.7471±0.0435 0.7476±0.0354 0.4950±0.0831 0.6789±0.0324 0.5447±0.0099 0.4968±0.0152 0.9661±0.0164 0.8406±0.0054 10 0.6760±0.0640 55 0.9661±0.0164 1262 0.8406±0.0054 186 359 Louis Duclos-Gosselin Bayes Method yes no 10 0.6761±0.0260 0.5146±0.0105 0.7457±0.1531 0.7471±0.0435 0.7476±0.0354 0.4950±0.0831 0.6789±0.0324 0.5447±0.0099 0.4968±0.0152 0.9661±0.0164 0.8406±0.0054 10 0.6760±0.0640 55 0.9661±0.0164 1262 0.8406±0.0054 187 361 Louis Duclos-Gosselin Bayes Method yes no 10 0.6761±0.0260 0.5146±0.0105 0.7457±0.1531 0.7471±0.0435 0.7476±0.0354 0.4950±0.0831 0.6789±0.0324 0.5447±0.0099 0.4968±0.0152 0.9661±0.0164 0.8406±0.0054 10 0.6760±0.0640 55 0.9661±0.0164 1262 0.8406±0.0054 188 941 experiment 1 no no 10 0.7123±0.0661 0.5047±0.0095 0.7455±0.1768 0.8100±0.0856 0.7980±0.0775 0.4950±0.0016 0.7247±0.0751 0.5447±0.0182 0.5044±0.0028 1.0000±0.0000 0.8361±0.0055 10 0.7123±0.0661 59 1.0000±0.0000 1351 0.8361±0.0055 189 942 experiment 2 no no 10 0.7123±0.0661 0.5047±0.0095 0.7455±0.1768 0.8100±0.0856 0.7980±0.0775 0.4950±0.0016 0.7247±0.0751 0.5447±0.0182 0.5044±0.0028 1.0000±0.0000 0.8181±0.0056 10 0.7123±0.0661 59 1.0000±0.0000 1285 0.8181±0.0056 190 278 Jinzhu Jia Test2 no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9915±0.0084 0.8160±0.0056 11 0.7480±0.0668 58 0.9915±0.0084 1547 0.8160±0.0056 191 1396 Jinzhu Jia SVM2 no no 11 0.7480±0.0668 0.9915±0.0084 0.8158±0.0056 11 0.7480±0.0668 58 0.9915±0.0084 1467 0.8158±0.0056 192 1487 Jinzhu Jia Final no no 11 0.7480±0.0668 0.9915±0.0084 0.8158±0.0056 11 0.7480±0.0668 58 0.9915±0.0084 1467 0.8158±0.0056 193 1486 Jinzhu Jia SVM no no 11 0.7480±0.0668 0.9915±0.0084 0.8158±0.0056 11 0.7480±0.0668 58 0.9915±0.0084 1467 0.8158±0.0056 194 1010 Valente ofs24_aco no no 999 0.8148±0.0056 999 1722 0.8148±0.0056 195 284 Jinzhu Jia Ctest no no 13 0.7470±0.0668 0.5131±0.0132 0.9945±0.0017 0.8085±0.0856 0.8470±0.0725 0.4935±0.0018 0.7232±0.0751 0.5515±0.0196 0.4963±0.0045 0.9915±0.0084 0.8137±0.0056 13 0.7470±0.0668 58 0.9915±0.0084 1565 0.8137±0.0056 196 1114 Jinzhu Jia TEST2 no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9915±0.0084 0.8131±0.0056 11 0.7480±0.0668 58 0.9915±0.0084 1564 0.8131±0.0056 197 283 Jinzhu Jia C no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9915±0.0084 0.8129±0.0056 11 0.7480±0.0668 58 0.9915±0.0084 1559 0.8129±0.0056 198 267 Jinzhu Jia NOT3 no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9915±0.0084 0.8129±0.0056 11 0.7480±0.0668 58 0.9915±0.0084 1559 0.8129±0.0056 199 1128 Jinzhu Jia test3 no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9915±0.0084 0.8119±0.0056 11 0.7480±0.0668 58 0.9915±0.0084 1577 0.8119±0.0056 200 281 Jinzhu Jia R no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9915±0.0084 0.8109±0.0056 11 0.7480±0.0668 58 0.9915±0.0084 1348 0.8109±0.0056 201 1392 Jinzhu Jia REG no no 11 0.7480±0.0668 0.9915±0.0084 0.8031±0.0057 11 0.7480±0.0668 58 0.9915±0.0084 1404 0.8031±0.0057 202 972 Valente ofs24_nu_0_001_removed no no 19 0.7439±0.0668 0.5298±0.0183 0.7410±0.1768 0.8684±0.0766 0.8439±0.0725 0.4905±0.0022 0.7661±0.0751 0.5733±0.0227 0.5055±0.0042 1.0000±0.0000 0.8006±0.0057 19 0.7439±0.0668 59 1.0000±0.0000 1821 0.8006±0.0057 203 881 Alexey Polovinkin FS yes yes 512 0.6319±0.0518 0.4157±0.0114 0.7111±0.1533 0.6529±0.0822 0.6651±0.0758 0.5467±0.0831 0.6462±0.0706 0.4559±0.0143 0.2908±0.0029 0.7990±0.0057 512 0.6748±0.0474 1848 0.7990±0.0057 204 948 Alexey Polovinkin FS yes yes 512 0.6319±0.0518 0.4157±0.0114 0.7111±0.1533 0.6529±0.0822 0.6651±0.0758 0.5467±0.0831 0.6462±0.0706 0.4559±0.0143 0.2908±0.0029 0.7990±0.0057 512 0.6748±0.0474 1848 0.7990±0.0057 205 880 Alexey Polovinkin FS yes yes 512 0.6319±0.0518 0.4157±0.0114 0.7111±0.1533 0.6529±0.0822 0.6651±0.0758 0.5467±0.0831 0.6462±0.0706 0.4559±0.0143 0.2908±0.0029 0.7990±0.0057 512 0.6748±0.0474 1848 0.7990±0.0057 206 1132 Jinzhu Jia TEST7 no no 13 0.7470±0.0668 0.5131±0.0132 0.9945±0.0017 0.8085±0.0856 0.8470±0.0725 0.4935±0.0018 0.7232±0.0751 0.5515±0.0196 0.5014±0.0038 0.9904±0.0085 0.7944±0.0057 13 0.7470±0.0668 59 0.9904±0.0085 1547 0.7944±0.0057 207 1400 Ernest Mwebaze & John Quinn init38 yes yes 8 0.6800±0.0260 0.7932±0.0056 8 0.6408±0.0604 0 1027 0.6384±0.0054 208 1097 Jinzhu Jia TEST1 no no 12 0.7837±0.0661 0.5136±0.0132 0.9950±0.0016 0.8720±0.0766 0.8980±0.0633 0.4940±0.0017 0.7697±0.0751 0.5604±0.0207 0.5007±0.0038 0.9904±0.0085 0.7927±0.0057 12 0.7837±0.0661 59 0.9904±0.0085 1576 0.7927±0.0057 209 1040 Jinzhu Jia Test6 no no 14 0.7827±0.0661 0.5125±0.0132 0.9940±0.0017 0.8710±0.0766 0.8970±0.0633 0.4930±0.0019 0.7687±0.0751 0.5593±0.0207 0.5021±0.0039 0.9893±0.0086 0.7927±0.0057 14 0.7827±0.0661 60 0.9893±0.0086 1576 0.7927±0.0057 210 269 Jinzhu Jia NOT4 no no 12 0.7475±0.0668 0.5136±0.0132 0.9950±0.0016 0.8090±0.0856 0.8475±0.0725 0.4940±0.0017 0.7237±0.0751 0.5520±0.0195 0.4981±0.0041 0.9831±0.0118 0.7900±0.0057 12 0.7475±0.0668 57 0.9831±0.0118 1420 0.7900±0.0057 211 1131 Jinzhu Jia TEST6 no no 12 0.7475±0.0668 0.5136±0.0132 0.9950±0.0016 0.8090±0.0856 0.8475±0.0725 0.4940±0.0017 0.7237±0.0751 0.5520±0.0195 0.4981±0.0041 0.9831±0.0118 0.7878±0.0058 12 0.7475±0.0668 57 0.9831±0.0118 1426 0.7878±0.0058 212 1028 Valente ofs24 no no 999 0.7876±0.0057 999 1662 0.7876±0.0057 213 1098 Jinzhu Jia TEST1 no no 12 0.7837±0.0661 0.5136±0.0132 0.9950±0.0016 0.8720±0.0766 0.8980±0.0633 0.4940±0.0017 0.7697±0.0751 0.5604±0.0207 0.5007±0.0038 0.9819±0.0118 0.7859±0.0058 12 0.7837±0.0661 58 0.9819±0.0118 1461 0.7859±0.0058 214 487 ching-wei wang SMO ATT no no 999 0.9746±0.0143 0.7846±0.0058 999 56 0.9746±0.0143 1149 0.7846±0.0058 215 488 ching-wei wang attSelect no no 999 0.9746±0.0143 0.7846±0.0058 999 56 0.9746±0.0143 1149 0.7846±0.0058 216 1379 Jinzhu Jia svm no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9915±0.0084 0.7812±0.0058 11 0.7480±0.0668 58 0.9915±0.0084 1489 0.7812±0.0058 217 947 experiment 5 no no 15 0.7822±0.0661 0.5020±0.0095 0.7430±0.1768 0.8075±0.0856 0.7955±0.0775 0.7435±0.1250 0.7222±0.0751 0.5421±0.0183 0.5053±0.0036 1.0000±0.0000 0.7768±0.0058 15 0.7822±0.0661 59 1.0000±0.0000 1246 0.7768±0.0058 218 1049 wu zhili temp 6 yes no 73 0.8213±0.0625 0.6102±0.0105 0.9564±0.1531 0.8369±0.0820 0.8621±0.0686 0.7136±0.0831 0.7802±0.0742 0.6432±0.0098 0.5226±0.0152 0.5000±0.0133 0.7754±0.0058 73 0.8252±0.0605 500 0.5000±0.0000 1408 0.7754±0.0058 219 949 experiment 6 no no 15 0.7822±0.0661 0.5020±0.0095 0.7430±0.1768 0.8075±0.0856 0.7955±0.0775 0.7435±0.1250 0.7222±0.0751 0.5421±0.0183 0.5053±0.0036 1.0000±0.0000 0.7718±0.0058 15 0.7822±0.0661 59 1.0000±0.0000 1233 0.7718±0.0058 220 1036 Jinzhu Jia TEST5 no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9915±0.0084 0.7699±0.0058 11 0.7480±0.0668 58 0.9915±0.0084 1301 0.7699±0.0058 221 1334 Ernest Mwebaze & John Quinn init30 yes no 7 0.6414±0.0260 0.5062±0.0105 0.7465±0.1533 0.6857±0.0435 0.6986±0.0354 0.4965±0.0831 0.6345±0.0324 0.5297±0.0099 0.5023±0.0152 0.9969±0.0072 0.7686±0.0058 7 0.6413±0.0604 50 0.9237±0.0234 950 0.6618±0.0056 222 1034 Jinzhu Jia TEST4 no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9904±0.0085 0.7679±0.0058 11 0.7480±0.0668 59 0.9904±0.0085 1517 0.7679±0.0058 223 917 Jinzhu Jia TEST3 no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9915±0.0084 0.7578±0.0058 11 0.7480±0.0668 58 0.9915±0.0084 1305 0.7578±0.0058 224 1021 Valente ofs24_5 no no 999 0.7571±0.0059 999 1669 0.7571±0.0059 225 950 experiment 7 no no 15 0.7822±0.0661 0.5020±0.0095 0.7430±0.1768 0.8075±0.0856 0.7955±0.0775 0.7435±0.1250 0.7222±0.0751 0.5421±0.0183 0.5053±0.0036 1.0000±0.0000 0.7546±0.0059 15 0.7822±0.0661 59 1.0000±0.0000 1255 0.7546±0.0059 226 280 Jinzhu Jia PEK no no 12 0.7475±0.0668 0.5136±0.0132 0.9950±0.0016 0.8090±0.0856 0.8475±0.0725 0.4940±0.0017 0.7237±0.0751 0.5520±0.0195 0.4981±0.0041 0.9915±0.0084 0.7541±0.0059 12 0.7475±0.0668 58 0.9915±0.0084 1339 0.7541±0.0059 227 134 shaf exp15 no no 999 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 0.5000±0.0000 1.0000±0.0060 0.7538±0.0059 999 0.5000±0.0000 59 1.0000±0.0000 3060 0.6785±0.0060 228 726 Alexey Polovinkin MB estimation yes yes 256 0.7773±0.0667 0.8077±0.0188 0.4995±0.1531 0.9015±0.0820 0.8217±0.0754 0.6613±0.0831 0.9007±0.0703 0.8306±0.0264 0.8209±0.0152 0.7502±0.0059 256 0.6960±0.0644 1788 0.7502±0.0059 229 580 Yin-Wen Chang exp #02 yes no 62 0.7692±0.0667 0.5779±0.0105 0.9965±0.1531 0.8590±0.0820 0.8879±0.0685 0.4688±0.0831 0.8450±0.0703 0.6279±0.0098 0.5197±0.0152 1.0000±0.0000 0.7499±0.0058 62 0.7583±0.0662 59 1.0000±0.0000 1110 0.7499±0.0058 230 579 Yin-Wen Chang exp #02 no no 999 1.0000±0.0000 0.7499±0.0058 999 59 1.0000±0.0000 1110 0.7499±0.0058 231 1008 Arnold test #2+ no no 8 0.6770±0.0640 0.5157±0.0132 0.9970±0.0012 0.6850±0.0856 0.7485±0.0791 0.4960±0.0014 0.6338±0.0672 0.5375±0.0168 0.5030±0.0026 1.0000±0.0000 0.7486±0.0058 8 0.6770±0.0640 59 1.0000±0.0000 1072 0.7486±0.0058 232 834 Jinzhu Jia TEST no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 1.0000±0.0000 0.7390±0.0059 11 0.7480±0.0668 59 1.0000±0.0000 1429 0.7390±0.0059 233 1003 Valente ofs24_2 no no 999 0.7383±0.0059 999 1357 0.7383±0.0059 234 277 Jinzhu Jia Test no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9831±0.0118 0.7349±0.0059 11 0.7480±0.0668 57 0.9831±0.0118 1110 0.7349±0.0059 235 261 Jinzhu Jia NOT no no 10 0.7123±0.0661 0.5047±0.0095 0.7455±0.1768 0.8100±0.0856 0.7980±0.0775 0.4950±0.0016 0.7247±0.0751 0.5447±0.0182 0.4993±0.0036 0.9893±0.0086 0.7343±0.0059 10 0.7123±0.0661 60 0.9893±0.0086 1502 0.7343±0.0059 236 285 Jinzhu Jia C no no 12 0.7475±0.0668 0.5136±0.0132 0.9950±0.0016 0.8090±0.0856 0.8475±0.0725 0.4940±0.0017 0.7237±0.0751 0.5520±0.0195 0.4981±0.0041 0.9915±0.0084 0.7319±0.0059 12 0.7475±0.0668 58 0.9915±0.0084 1220 0.7319±0.0059 237 279 Jinzhu Jia PEK no no 16 0.7454±0.0668 0.5115±0.0132 0.9930±0.0019 0.8070±0.0856 0.8455±0.0725 0.4920±0.0020 0.7217±0.0751 0.5499±0.0196 0.5009±0.0043 0.9915±0.0084 0.7303±0.0059 16 0.7454±0.0668 58 0.9915±0.0084 1279 0.7303±0.0059 238 1030 Valente ofs20_15 no no 999 0.7255±0.0059 999 1224 0.7255±0.0059 239 263 Jinzhu Jia NOT1 no no 14 0.7102±0.0661 0.5026±0.0095 0.7435±0.1768 0.8080±0.0856 0.7960±0.0775 0.4930±0.0019 0.7227±0.0751 0.5426±0.0183 0.5021±0.0039 0.9808±0.0119 0.7187±0.0059 14 0.7102±0.0661 59 0.9808±0.0119 1514 0.7187±0.0059 240 252 Jinzhu Jia Emp1 no no 10 0.7123±0.0661 0.5047±0.0095 0.7455±0.1768 0.8100±0.0856 0.7980±0.0775 0.4950±0.0016 0.7247±0.0751 0.5447±0.0182 0.4993±0.0036 0.9808±0.0119 0.7154±0.0058 10 0.7123±0.0661 59 0.9808±0.0119 1285 0.7154±0.0058 241 725 Alexey Polovinkin MB estimation yes yes 128 0.8457±0.0667 0.8234±0.0166 0.9965±0.1531 0.8975±0.0820 0.9187±0.0685 0.6573±0.0831 0.8967±0.0703 0.8430±0.0257 0.8112±0.0154 0.7100±0.0058 128 0.7248±0.0663 1350 0.7100±0.0058 242 413 Jianxin Yin_Prof. Zhi Geng's Gr. linpred no no 12 0.7112±0.0661 0.5036±0.0095 0.7445±0.1768 0.8090±0.0856 0.7970±0.0775 0.4940±0.0017 0.7237±0.0751 0.5437±0.0183 0.4956±0.0045 0.9977±0.0072 0.7091±0.0060 12 0.7112±0.0661 52 0.9215±0.0235 665 0.5694±0.0043 243 406 Jianxin Yin_Prof. Zhi Geng's Gr. linpred no no 12 0.7112±0.0661 0.5036±0.0095 0.7445±0.1768 0.8090±0.0856 0.7970±0.0775 0.4940±0.0017 0.7237±0.0751 0.5437±0.0183 0.4956±0.0045 0.9977±0.0072 0.7091±0.0060 12 0.7112±0.0661 52 0.9215±0.0235 665 0.5694±0.0043 244 1129 Jinzhu Jia TEST4 no no 10 0.7123±0.0661 0.5047±0.0095 0.7455±0.1768 0.8100±0.0856 0.7980±0.0775 0.4950±0.0016 0.7247±0.0751 0.5447±0.0182 0.4993±0.0036 0.9808±0.0119 0.7087±0.0058 10 0.7123±0.0661 59 0.9808±0.0119 1286 0.7087±0.0058 245 946 experiment 4 no no 13 0.7107±0.0661 0.4931±0.0019 0.4935±0.0018 0.8085±0.0856 0.7460±0.0791 0.6190±0.1083 0.7232±0.0751 0.5348±0.0168 0.5039±0.0034 1.0000±0.0000 0.7082±0.0058 13 0.7107±0.0661 59 1.0000±0.0000 1100 0.7082±0.0058 246 1130 Jinzhu Jia TEST5 no no 11 0.7117±0.0661 0.5041±0.0095 0.7450±0.1768 0.8095±0.0856 0.7975±0.0775 0.4945±0.0017 0.7242±0.0751 0.5442±0.0183 0.4975±0.0041 0.9904±0.0085 0.7059±0.0058 11 0.7117±0.0661 59 0.9904±0.0085 1269 0.7059±0.0058 247 618 Alexey Polovinkin FS yes no 30 0.8136±0.0653 0.5341±0.0105 0.9985±0.1531 0.9277±0.0690 0.9434±0.0565 0.4849±0.0831 0.8981±0.0632 0.6009±0.0099 0.5129±0.0152 0.7042±0.0058 30 0.8108±0.0641 839 0.7042±0.0058 248 835 Jinzhu Jia TEST2 no no 11 0.7480±0.0668 0.5141±0.0132 0.9955±0.0015 0.8095±0.0856 0.8480±0.0725 0.4945±0.0017 0.7242±0.0751 0.5525±0.0195 0.5000±0.0037 0.9831±0.0118 0.6934±0.0057 11 0.7480±0.0668 57 0.9831±0.0118 883 0.6934±0.0057 249 956 Valente ofs24_nu_0_001_i500 no no 13 0.6745±0.0640 0.5131±0.0132 0.9945±0.0017 0.6825±0.0856 0.7460±0.0791 0.4935±0.0018 0.6313±0.0672 0.5348±0.0168 0.4963±0.0045 1.0000±0.0000 0.6924±0.0058 13 0.6745±0.0640 59 1.0000±0.0000 1411 0.6924±0.0058 250 1032 Valente ofs20_15 no no 999 0.6848±0.0057 999 1119 0.6848±0.0057 251 1001 Valente ofs24 no no 999 0.6847±0.0057 999 1220 0.6847±0.0057 252 282 Jinzhu Jia R no no 12 0.7112±0.0661 0.5136±0.0132 0.9950±0.0016 0.7460±0.0884 0.7970±0.0775 0.4940±0.0017 0.6778±0.0725 0.5437±0.0183 0.4981±0.0041 1.0000±0.0000 0.6844±0.0057 12 0.7112±0.0661 59 1.0000±0.0000 1145 0.6844±0.0057 253 66 Yin-Wen Chang test no no 999 1.0000±0.0000 0.6784±0.0056 999 59 1.0000±0.0000 764 0.6784±0.0056 254 486 ching-wei wang smo no no 999 1.0000±0.0000 0.6782±0.0056 999 59 1.0000±0.0000 769 0.6782±0.0056 255 527 wu zhili wzl-03-27-v2 yes no 999 0.4574±0.0629 0.4847±0.0270 0.3741±0.1533 0.4031±0.0432 0.3970±0.0568 0.6083±0.0831 0.3886±0.0320 0.4669±0.0221 0.4983±0.0141 1.0000±0.0000 0.6781±0.0056 999 0.5000±0.0000 59 1.0000±0.0000 763 0.6781±0.0056 256 572 Yin-Wen Chang exp #00 no no 999 1.0000±0.0000 0.6739±0.0056 999 59 1.0000±0.0000 719 0.6739±0.0056 257 573 Yin-Wen Chang exp #00 s1 no no 999 1.0000±0.0000 0.6734±0.0056 999 59 1.0000±0.0000 717 0.6734±0.0056 258 525 wu zhili wzl-03-27-v1 yes no 999 0.4079±0.0251 0.5062±0.0293 0.4990±0.1533 0.3775±0.0823 0.4016±0.0758 0.4254±0.0830 0.4633±0.0745 0.4985±0.0298 0.4802±0.0095 1.0000±0.0000 0.6683±0.0055 999 0.5000±0.0000 59 1.0000±0.0000 703 0.6683±0.0055 259 523 wu zhili wzl-03-27-v1 yes no 999 0.4079±0.0251 0.5062±0.0293 0.4990±0.1533 0.3775±0.0823 0.4016±0.0758 0.4254±0.0830 0.4633±0.0745 0.4985±0.0298 0.4802±0.0095 1.0000±0.0000 0.6683±0.0055 999 0.5000±0.0000 59 1.0000±0.0000 703 0.6683±0.0055 260 524 wu zhili wzl-03-27-v1 yes no 999 0.4079±0.0251 0.5062±0.0293 0.4990±0.1533 0.3775±0.0823 0.4016±0.0758 0.4254±0.0830 0.4633±0.0745 0.4985±0.0298 0.4802±0.0095 1.0000±0.0000 0.6683±0.0055 999 0.5000±0.0000 59 1.0000±0.0000 703 0.6683±0.0055 261 596 Yin-Wen Chang exp #03 no no 999 1.0000±0.0000 0.6645±0.0055 999 59 1.0000±0.0000 702 0.6645±0.0055 262 590 Yin-Wen Chang exp #03 no no 999 1.0000±0.0000 0.6645±0.0055 999 59 1.0000±0.0000 702 0.6645±0.0055 263 589 Yin-Wen Chang exp #03 no no 999 1.0000±0.0000 0.6645±0.0055 999 59 1.0000±0.0000 702 0.6645±0.0055 264 588 Yin-Wen Chang exp #03 no no 999 1.0000±0.0000 0.6645±0.0055 999 59 1.0000±0.0000 702 0.6645±0.0055 265 1468 J.G.Castellano C-RPDAG no no 119 0.7294±0.0663 1.0000±0.0000 0.6622±0.0055 119 0.7294±0.0663 59 1.0000±0.0000 665 0.6622±0.0055 266 921 Valente ofs15_resamp_2hl no no 11 0.6755±0.0640 0.5041±0.0095 0.7450±0.1768 0.7465±0.0884 0.7470±0.0791 0.4945±0.0017 0.6783±0.0725 0.5359±0.0168 0.5000±0.0037 1.0000±0.0000 0.6558±0.0055 11 0.6755±0.0640 59 1.0000±0.0000 941 0.6558±0.0055 267 919 Valente ofs15_resamp_2hl no no 11 0.6755±0.0640 0.5041±0.0095 0.7450±0.1768 0.7465±0.0884 0.7470±0.0791 0.4945±0.0017 0.6783±0.0725 0.5359±0.0168 0.5000±0.0037 1.0000±0.0000 0.6558±0.0055 11 0.6755±0.0640 59 1.0000±0.0000 941 0.6558±0.0055 268 264 Jinzhu Jia NOT1 no no 14 0.7102±0.0661 0.5026±0.0095 0.7435±0.1768 0.8080±0.0856 0.7960±0.0775 0.4930±0.0019 0.7227±0.0751 0.5426±0.0183 0.5021±0.0039 0.9661±0.0164 0.6508±0.0055 14 0.7102±0.0661 55 0.9661±0.0164 862 0.6508±0.0055 269 944 experiment 3 no no 9 0.6403±0.0604 0.4952±0.0016 0.4955±0.0015 0.7475±0.0884 0.6975±0.0775 0.4955±0.0015 0.6793±0.0725 0.5286±0.0152 0.5037±0.0027 1.0000±0.0000 0.6456±0.0055 9 0.6403±0.0604 59 1.0000±0.0000 1092 0.6456±0.0055 270 265 Jinzhu Jia NOT1 no no 10 0.7123±0.0661 0.5047±0.0095 0.7455±0.1768 0.8100±0.0856 0.7980±0.0775 0.4950±0.0016 0.7247±0.0751 0.5447±0.0182 0.4993±0.0036 0.9407±0.0210 0.6438±0.0053 10 0.7123±0.0661 52 0.9407±0.0210 689 0.6438±0.0053 271 1025 Valente ofs10 no no 999 0.6427±0.0055 999 1164 0.6427±0.0055 272 266 Jinzhu Jia NOT2 no no 13 0.7107±0.0661 0.5031±0.0095 0.7440±0.1768 0.8085±0.0856 0.7965±0.0775 0.4935±0.0018 0.7232±0.0751 0.5431±0.0183 0.4963±0.0045 0.9831±0.0118 0.6394±0.0054 13 0.7107±0.0661 57 0.9831±0.0118 858 0.6394±0.0054 273 576 Yin-Wen Chang exp #01 no no 999 1.0000±0.0000 0.6332±0.0052 999 59 1.0000±0.0000 519 0.6332±0.0052 274 415 ching-wei wang test10 no no 999 1.0000±0.0000 0.6293±0.0051 999 59 1.0000±0.0000 517 0.6293±0.0051 275 417 ching-wei wang test11 no no 999 1.0000±0.0000 0.6293±0.0051 999 59 1.0000±0.0000 517 0.6293±0.0051 276 393 ching-wei wang test7_1 no no 999 1.0000±0.0000 0.6293±0.0051 999 59 1.0000±0.0000 517 0.6293±0.0051 277 419 ching-wei wang test11 no no 999 1.0000±0.0000 0.6293±0.0051 999 59 1.0000±0.0000 517 0.6293±0.0051 278 414 ching-wei wang test9+sido no no 999 1.0000±0.0000 0.6293±0.0051 999 59 1.0000±0.0000 517 0.6293±0.0051 279 392 ching-wei wang test7 no no 999 1.0000±0.0000 0.6293±0.0051 999 59 1.0000±0.0000 517 0.6293±0.0051 280 455 ching-wei wang 10 no no 999 1.0000±0.0000 0.6293±0.0051 999 59 1.0000±0.0000 517 0.6293±0.0051 281 401 ching-wei wang test9 no no 999 1.0000±0.0000 0.6293±0.0051 999 59 1.0000±0.0000 517 0.6293±0.0051 282 395 ching-wei wang test8 no no 999 1.0000±0.0000 0.6293±0.0051 999 59 1.0000±0.0000 517 0.6293±0.0051 283 394 ching-wei wang test7_11 no no 999 1.0000±0.0000 0.6293±0.0051 999 59 1.0000±0.0000 517 0.6293±0.0051 284 553 Alexey Polovinkin MB estimation yes yes 8 0.5269±0.0671 0.4370±0.0152 0.5637±0.1531 0.4330±0.0880 0.4592±0.0790 0.6947±0.1211 0.4079±0.0745 0.4304±0.0149 0.5030±0.0175 0.6284±0.0055 8 0.5322±0.0344 1564 0.6284±0.0055 285 107 nmag expt1 no no 999 0.6273±0.0051 999 589 0.6273±0.0051 286 1350 NQJ "(13,13,RBF)" yes no 5 0.5701±0.0260 0.5073±0.0105 0.4975±0.1533 0.6237±0.0435 0.5987±0.0354 0.4975±0.0831 0.5896±0.0324 0.5224±0.0099 0.5009±0.0152 0.8271±0.0309 0.6240±0.0055 5 0.5699±0.0468 42 0.8271±0.0309 1671 0.6240±0.0055 287 366 ching-wei wang test5 no no 999 1.0000±0.0000 0.6239±0.0019 999 59 1.0000±0.0000 499 0.6115±0.0049 288 484 ching-wei wang multi no no 999 1.0000±0.0000 0.6239±0.0051 999 59 1.0000±0.0000 529 0.6239±0.0051 289 793 Valente ofs20_9_e100 no no 999 0.6238±0.0053 999 1043 0.6238±0.0053 290 794 Valente ofs20_15 no no 999 0.6225±0.0053 999 1169 0.6225±0.0053 291 108 nmag expt2 no no 999 0.6196±0.0050 999 586 0.6196±0.0050 292 700 ching-wei wang c no no 999 0.6190±0.0050 999 477 0.6190±0.0050 293 112 nmag expt6 no no 999 0.6085±0.0049 999 511 0.6085±0.0049 294 364 ching-wei wang test3 no no 999 1.0000±0.0000 0.6005±0.0047 999 59 1.0000±0.0000 462 0.6005±0.0047 295 482 ching-wei wang ecc no no 999 1.0000±0.0000 0.6002±0.0047 999 59 1.0000±0.0000 494 0.6002±0.0047 296 1237 ching-wei wang dis no no 999 1.0000±0.0000 0.5993±0.0048 999 59 1.0000±0.0000 648 0.5993±0.0048 297 624 MichaelXLZ REGED #1 no no 999 0.5989±0.0047 999 399 0.5989±0.0047 298 111 nmag expt5 no no 999 0.5985±0.0047 999 438 0.5985±0.0047 299 877 Alexey Polovinkin FS yes yes 256 0.7666±0.0260 0.4251±0.0147 0.7011±0.1533 0.8948±0.0434 0.8570±0.0569 0.5367±0.0831 0.9119±0.0322 0.5120±0.0202 0.2894±0.0046 0.5926±0.0048 256 0.6598±0.0665 761 0.5926±0.0048 300 792 Valente ofs20_9_nerr no no 999 0.5915±0.0049 999 998 0.5915±0.0049 301 1026 ESC NN no no 999 0.5876±0.0046 999 605 0.5876±0.0046 302 430 ching-wei wang test12 no no 999 1.0000±0.0000 0.5867±0.0044 999 59 1.0000±0.0000 352 0.5867±0.0044 303 9 Reference linear regression no no 999 0.5780±0.0061 999 787 0.5213±0.0032 304 10 Reference linear SVM no no 999 0.5756±0.0061 999 85 0.5100±0.0017 305 454 ching-wei wang t14 no no 999 1.0000±0.0000 0.5752±0.0042 999 59 1.0000±0.0000 346 0.5752±0.0042 306 1238 ching-wei wang c no no 999 0.5729±0.0044 999 702 0.5729±0.0044 307 1189 Ernest Mwebaze & John Quinn init17 yes no 180 0.5754±0.0260 0.4239±0.0104 0.4097±0.1533 0.6993±0.0877 0.6416±0.0353 0.4095±0.0830 0.6742±0.0742 0.4679±0.0097 0.4431±0.0147 0.9436±0.0142 0.5728±0.0027 180 0.5535±0.0607 0 0.5000±0.0000 0 0.5000±0.0000 308 483 ching-wei wang mh no no 999 1.0000±0.0000 0.5679±0.0040 999 59 1.0000±0.0000 283 0.5679±0.0040 309 477 Arnold #3 no no 999 0.5608±0.0038 999 236 0.5608±0.0038 310 51 HA-Jen RISC Extension no no 46 0.8026±0.0641 0.5155±0.0184 0.9779±0.0033 0.9178±0.0585 0.9313±0.0475 0.4769±0.0033 0.8444±0.0672 0.5756±0.0246 0.4937±0.0079 1.0000±0.0000 0.5587±0.0038 46 0.8026±0.0641 59 1.0000±0.0000 268 0.5587±0.0038 311 365 ching-wei wang test4 no no 999 1.0000±0.0000 0.5542±0.0038 999 59 1.0000±0.0000 389 0.5542±0.0038 312 485 ching-wei wang oc no no 999 1.0000±0.0000 0.5514±0.0037 999 59 1.0000±0.0000 336 0.5514±0.0037 313 44 shaf exp1 no no 73 0.4629±0.0042 0.5112±0.0205 0.4634±0.0041 0.4632±0.0041 0.4631±0.0042 0.4633±0.0041 0.4631±0.0042 0.5027±0.0173 0.4946±0.0095 1.0000±0.0060 0.5497±0.0060 73 0.4629±0.0042 500 0.5000±0.0000 20000 0.5000±0.0000 314 702 ching-wei wang c no no 999 0.5495±0.0035 999 219 0.5495±0.0035 315 448 ching-wei wang t13 no no 999 1.0000±0.0000 0.5493±0.0035 999 59 1.0000±0.0000 229 0.5493±0.0035 316 617 Alexey Polovinkin FS yes no 32 0.8120±0.0653 0.5330±0.0105 0.9965±0.1531 0.9258±0.0690 0.9415±0.0565 0.4839±0.0831 0.8963±0.0632 0.5996±0.0099 0.5091±0.0152 0.5480±0.0036 32 0.8098±0.0641 415 0.5480±0.0036 317 243 Louis Duclos-Gosselin Bayes Methods 5 yes no 10 0.6761±0.0260 0.5047±0.0105 0.7457±0.1531 0.7471±0.0435 0.7476±0.0354 0.4950±0.0831 0.6789±0.0324 0.5364±0.0099 0.4968±0.0152 0.9666±0.0146 0.5479±0.0047 10 0.6760±0.0640 63 0.9666±0.0146 1991 0.5479±0.0047 318 391 ching-wei wang test6 no no 999 1.0000±0.0000 0.5468±0.0034 999 59 1.0000±0.0000 220 0.5468±0.0034 319 241 Louis Duclos-Gosselin Bayes Methods 3 yes no 5 0.5698±0.0260 0.4974±0.0105 0.4975±0.1533 0.6234±0.0435 0.5984±0.0354 0.4975±0.0831 0.5893±0.0324 0.5140±0.0099 0.4959±0.0152 0.9734±0.0143 0.5416±0.0046 5 0.5699±0.0468 57 0.9734±0.0143 1969 0.5416±0.0046 320 575 ching-wei wang c no no 999 0.5411±0.0033 999 230 0.5411±0.0033 321 1469 J.G.Castellano C-RPDAG no no 999 1.0000±0.0000 0.5323±0.0032 999 59 1.0000±0.0000 452 0.5323±0.0032 322 1241 J.G.Castellano C-RPDAG no no 999 1.0000±0.0000 0.5323±0.0032 999 59 1.0000±0.0000 452 0.5323±0.0032 323 1242 J.G.Castellano C-RPDAG no no 7 0.5689±0.0468 0.4963±0.0014 0.4965±0.0013 0.6225±0.0766 0.5975±0.0633 0.4965±0.0013 0.5884±0.0582 0.5130±0.0109 0.4947±0.0038 1.0000±0.0000 0.5323±0.0032 7 0.5689±0.0468 59 1.0000±0.0000 452 0.5323±0.0032 324 1356 J.G.Castellano C-RPDAG no no 7 0.5689±0.0468 0.4963±0.0014 0.4965±0.0013 0.6225±0.0766 0.5975±0.0633 0.4965±0.0013 0.5884±0.0582 0.5130±0.0109 0.4947±0.0038 1.0000±0.0000 0.5323±0.0032 7 0.5689±0.0468 59 1.0000±0.0000 452 0.5323±0.0032 325 1299 J.G.Castellano C-RPDAG no no 7 0.5689±0.0468 0.4963±0.0014 0.4965±0.0013 0.6225±0.0766 0.5975±0.0633 0.4965±0.0013 0.5884±0.0582 0.5130±0.0109 0.4947±0.0038 1.0000±0.0000 0.5323±0.0032 7 0.5689±0.0468 59 1.0000±0.0000 452 0.5323±0.0032 326 1330 J.G.Castellano C-RPDAG no no 7 0.5689±0.0468 0.4963±0.0014 0.4965±0.0013 0.6225±0.0766 0.5975±0.0633 0.4965±0.0013 0.5884±0.0582 0.5130±0.0109 0.4947±0.0038 0.5323±0.0032 7 0.5689±0.0468 452 0.5323±0.0032 327 244 Louis Duclos-Gosselin Bayes Methods 6 yes no 66 0.6187±0.0260 0.4852±0.0105 0.7317±0.1531 0.6649±0.0435 0.6789±0.0354 0.4668±0.0831 0.6112±0.0324 0.5078±0.0098 0.4897±0.0151 0.9915±0.0084 0.5272±0.0028 66 0.6114±0.0605 58 0.9915±0.0084 255 0.5272±0.0028 328 238 Louis Duclos-Gosselin Bayes Methods 2 yes no 66 0.6187±0.0260 0.4852±0.0105 0.7317±0.1531 0.6649±0.0435 0.6789±0.0354 0.4668±0.0831 0.6112±0.0324 0.5078±0.0098 0.4897±0.0151 0.9480±0.0197 0.5199±0.0034 66 0.6114±0.0605 54 0.9480±0.0197 1078 0.5199±0.0034 329 239 Louis Duclos-Gosselin Bayes Methods 1 yes no 66 0.6187±0.0260 0.4852±0.0105 0.7317±0.1531 0.6649±0.0435 0.6789±0.0354 0.4668±0.0831 0.6112±0.0324 0.5078±0.0098 0.4897±0.0151 0.9480±0.0197 0.5199±0.0034 66 0.6114±0.0605 54 0.9480±0.0197 1078 0.5199±0.0034 330 39 shaf exp no no 20 0.4898±0.0022 0.4994±0.0096 0.4900±0.0022 0.4899±0.0022 0.4899±0.0022 0.4900±0.0022 0.4899±0.0022 0.4977±0.0081 0.4986±0.0051 0.9525±0.0225 0.5186±0.0059 20 0.4898±0.0022 500 0.5000±0.0000 20000 0.5000±0.0000 331 1243 J.G.Castellano C-RPDAG no no 6 0.5332±0.0344 0.4968±0.0013 0.4970±0.0012 0.5600±0.0585 0.5475±0.0474 0.4970±0.0012 0.5429±0.0434 0.5051±0.0078 0.4940±0.0038 1.0000±0.0000 0.5155±0.0027 6 0.5332±0.0344 59 1.0000±0.0000 551 0.5155±0.0027 332 1298 J.G.Castellano C-RPDAG no no 6 0.5332±0.0344 0.4968±0.0013 0.4970±0.0012 0.5600±0.0585 0.5475±0.0474 0.4970±0.0012 0.5429±0.0434 0.5051±0.0078 0.4940±0.0038 1.0000±0.0000 0.5155±0.0027 6 0.5332±0.0344 59 1.0000±0.0000 551 0.5155±0.0027 333 1271 Ernest Mwebaze & John Quinn init27 yes no 10 0.4949±0.0260 0.5146±0.0105 0.4950±0.1533 0.4950±0.0435 0.4949±0.0354 0.4950±0.0831 0.4949±0.0324 0.5113±0.0099 0.5018±0.0152 0.7937±0.0319 0.5141±0.0036 10 0.4949±0.0016 46 0.7937±0.0319 1418 0.5141±0.0036 334 45 shaf exp2 no no 73 0.4629±0.0042 0.5112±0.0205 0.4634±0.0041 0.4632±0.0041 0.4631±0.0042 0.4633±0.0041 0.4631±0.0042 0.5027±0.0173 0.4946±0.0095 0.9937±0.0139 0.5137±0.0052 73 0.4629±0.0042 500 0.5000±0.0000 20000 0.5000±0.0000 335 470 a MB and LR no no 15 0.8184±0.0640 0.5120±0.0132 0.9935±0.0018 0.8075±0.0856 0.8460±0.0725 0.7435±0.1250 0.7222±0.0751 0.5504±0.0196 0.5078±0.0031 1.0000±0.0000 0.5089±0.0041 15 0.8184±0.0640 59 1.0000±0.0000 2327 0.5089±0.0041 336 464 a MB and LR no no 13 0.7470±0.0668 0.5031±0.0095 0.7440±0.1768 0.8085±0.0856 0.7965±0.0775 0.6190±0.1083 0.7232±0.0751 0.5431±0.0183 0.5064±0.0030 1.0000±0.0000 0.5089±0.0041 13 0.7470±0.0668 59 1.0000±0.0000 2327 0.5089±0.0041 337 462 a MB and LR no no 9 0.7128±0.0661 0.5052±0.0095 0.7460±0.1768 0.7475±0.0884 0.7480±0.0791 0.6210±0.1083 0.6793±0.0725 0.5369±0.0168 0.5062±0.0021 1.0000±0.0000 0.5089±0.0041 9 0.7128±0.0661 59 1.0000±0.0000 2327 0.5089±0.0041 338 468 a MB and LR no no 11 0.6393±0.0604 0.4942±0.0017 0.4945±0.0017 0.6205±0.0766 0.5955±0.0633 0.7455±0.1250 0.5864±0.0582 0.5108±0.0110 0.5025±0.0033 1.0000±0.0000 0.5089±0.0041 11 0.6393±0.0604 59 1.0000±0.0000 2327 0.5089±0.0041 339 463 a MB and LR no no 11 0.7480±0.0668 0.5041±0.0095 0.7450±0.1768 0.8095±0.0856 0.7975±0.0775 0.6200±0.1083 0.7242±0.0751 0.5442±0.0183 0.5076±0.0023 1.0000±0.0000 0.5089±0.0041 11 0.7480±0.0668 59 1.0000±0.0000 2327 0.5089±0.0041 340 469 a MB and LR no no 11 0.6393±0.0604 0.4942±0.0017 0.4945±0.0017 0.6205±0.0766 0.5955±0.0633 0.7455±0.1250 0.5864±0.0582 0.5108±0.0110 0.5025±0.0033 1.0000±0.0000 0.5089±0.0041 11 0.6393±0.0604 59 1.0000±0.0000 2327 0.5089±0.0041 341 471 a MB and LR no no 15 0.8184±0.0640 0.5120±0.0132 0.9935±0.0018 0.8075±0.0856 0.8460±0.0725 0.7435±0.1250 0.7222±0.0751 0.5504±0.0196 0.5078±0.0031 1.0000±0.0000 0.5089±0.0041 15 0.8184±0.0640 59 1.0000±0.0000 2327 0.5089±0.0041 342 271 Nist nn yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 343 137 Nist fd yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 344 40 Borisov Alexander test2 yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 345 287 Nist n4 yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 346 600 ChenShuAn test yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 347 421 Nist ns yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 348 384 ChenShuAn just test yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 349 316 jack Logistic reg yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 350 383 ChenShuAn just test yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 351 275 Nist nn yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 352 382 ChenShuAn just test yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 353 272 Nist nn yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 354 268 Nist nn yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 355 273 Nist nn yes yes 2 0.5086±0.0514 0.5408±0.0345 0.7678±0.1533 0.4461±0.0691 0.5108±0.0687 0.5030±0.1213 0.4936±0.0519 0.5330±0.0315 0.5284±0.0167 1.0000±0.0000 0.5077±0.0041 2 0.4990±0.0007 59 1.0000±0.0000 2360 0.5077±0.0041 356 3 Reference Sample yes yes 4 0.4650±0.0657 0.4691±0.0258 0.7773±0.1533 0.4839±0.0823 0.5430±0.0689 0.2719±0.0827 0.4889±0.0707 0.4721±0.0061 0.4707±0.0085 1.0000±0.0000 0.5068±0.0041 4 0.4980±0.0010 59 1.0000±0.0000 2360 0.5068±0.0041 357 529 wu zhili wzl-03-27-v3 yes no 999 0.4574±0.0629 0.4847±0.0270 0.3741±0.1533 0.4031±0.0432 0.3970±0.0568 0.6083±0.0831 0.3886±0.0320 0.4669±0.0221 0.4983±0.0141 0.5000±0.0133 0.5060±0.0048 999 0.5000±0.0000 500 0.5000±0.0000 3589 0.5060±0.0048 358 368 Reference RND_S yes yes 64 0.4567±0.0252 0.4629±0.0315 0.3666±0.1532 0.4031±0.0430 0.3955±0.0348 0.6098±0.1213 0.5096±0.0705 0.4707±0.0150 0.5065±0.0158 1.0000±0.0000 0.5050±0.0041 64 0.4675±0.0039 59 1.0000±0.0000 2360 0.5050±0.0041 359 369 Reference RND_U no no 20 0.5261±0.0345 0.5094±0.0133 0.7405±0.1768 0.4899±0.0022 0.5404±0.0475 0.4900±0.0022 0.4899±0.0022 0.5060±0.0111 0.5062±0.0042 1.0000±0.0000 0.5041±0.0040 20 0.5261±0.0345 59 1.0000±0.0000 2360 0.5041±0.0040 360 461 a MB and LR no no 15 0.8184±0.0640 0.5120±0.0132 0.9935±0.0018 0.8075±0.0856 0.8460±0.0725 0.7435±0.1250 0.7222±0.0751 0.5504±0.0196 0.5078±0.0031 1.0000±0.0000 0.5028±0.0034 15 0.8184±0.0640 59 1.0000±0.0000 1634 0.5028±0.0034 361 242 Louis Duclos-Gosselin Bayes Methods 4 yes no 2 0.4990±0.0260 0.4989±0.0105 0.4990±0.1533 0.4990±0.0435 0.4990±0.0354 0.4990±0.0831 0.4990±0.0324 0.4989±0.0099 0.4963±0.0152 0.9450±0.0109 0.5027±0.0052 2 0.4990±0.0007 99 0.9450±0.0109 4593 0.5027±0.0052 362 322 jack test no no 999 0.5015±0.0035 999 1704 0.5015±0.0035 363 318 jack Logistic reg no no 999 0.5015±0.0035 999 1704 0.5015±0.0035 364 317 jack Logistic reg no no 999 0.5015±0.0035 999 1704 0.5015±0.0035 365 319 jack Logistic reg no no 999 0.5015±0.0035 999 1704 0.5015±0.0035 366 453 Jianxin Yin_Prof. Zhi Geng's Gr. nb no no 12 0.7112±0.0661 0.5036±0.0095 0.7445±0.1768 0.8090±0.0856 0.7970±0.0775 0.4940±0.0017 0.7237±0.0751 0.5437±0.0183 0.4956±0.0045 0.7203±0.0323 0.5008±0.0005 12 0.7112±0.0661 26 0.7203±0.0323 3 0.5008±0.0005 367 1212 Ernest Mwebaze & John Quinn init19 yes no 39 0.5157±0.0260 0.4794±0.0105 0.4804±0.1533 0.5421±0.0435 0.5298±0.0354 0.4804±0.0831 0.5253±0.0324 0.4873±0.0098 0.4856±0.0151 0.7542±0.0325 0.5005±0.0023 39 0.5164±0.0346 30 0.7542±0.0325 733 0.5005±0.0023 368 866 wu zhili temp 1 yes no 1 0.4995±0.0260 0.4995±0.0105 0.4995±0.1533 0.4995±0.0435 0.4995±0.0354 0.4995±0.0831 0.4995±0.0324 0.4995±0.0099 0.4982±0.0152 0.5000±0.0133 0.5000±0.0024 1 0.4995±0.0005 500 0.5000±0.0000 784 0.5000±0.0024 369 1447 Nist Som no no 4 0.4980±0.0010 0.6525±0.0311 0.5000±0.0000 4 0.4980±0.0010 35 0.6525±0.0311 0 0.5000±0.0000 370 493 ching-wei wang t no no 999 1.0000±0.0000 0.5000±0.0000 999 59 1.0000±0.0000 0 0.5000±0.0000 371 351 Nist nis no no 6 0.4970±0.0012 0.4968±0.0013 0.4970±0.0012 0.4970±0.0012 0.4970±0.0012 0.4970±0.0012 0.4970±0.0012 0.4968±0.0013 0.4991±0.0029 0.5695±0.0236 0.5000±0.0000 6 0.4970±0.0012 15 0.5695±0.0236 0 0.5000±0.0000 372 473 Nist nist no no 994 0.5025±0.0011 0.5026±0.0012 0.5025±0.0011 0.5025±0.0011 0.5025±0.0011 0.5025±0.0011 0.4566±0.0434 0.4943±0.0078 0.5016±0.0028 0.5695±0.0236 0.5000±0.0000 994 0.5025±0.0011 15 0.5695±0.0236 0 0.5000±0.0000 373 581 Yin-Wen Chang exp #03 no no 999 0.5000±0.0000 0.5000±0.0000 999 0 0.5000±0.0000 0 0.5000±0.0000 374 13 Reference svm_rbf1 yes no 600 0.4654±0.0256 0.4816±0.0093 0.4393±0.1532 0.4007±0.0433 0.4082±0.0350 0.6083±0.0831 0.3763±0.0320 0.4621±0.0085 0.4950±0.0121 0.5000±0.0019 600 0.5577±0.0609 0 0.5000±0.0000 375 352 Nist nis2 no no 994 0.5025±0.0011 0.5026±0.0012 0.5025±0.0011 0.5025±0.0011 0.5025±0.0011 0.5025±0.0011 0.4566±0.0434 0.4943±0.0078 0.5016±0.0028 0.5695±0.0236 0.5000±0.0000 994 0.5025±0.0011 15 0.5695±0.0236 0 0.5000±0.0000 376 1441 F test yes no 406 0.8301±0.0654 0.5000±0.0019 406 0.7286±0.0474 20000 0.5000±0.0000 377 96 Prof. Denzil Dexter Experiment #004 yes no 2 0.4990±0.0260 0.4989±0.0105 0.4990±0.1533 0.4990±0.0435 0.4990±0.0354 0.4990±0.0831 0.4990±0.0324 0.4989±0.0099 0.4963±0.0152 0.9768±0.0149 0.4993±0.0061 2 0.4990±0.0007 41 0.8090±0.0316 918 0.4973±0.0024 378 84 Prof. Denzil Dexter Experiment004 (partial) yes no 2 0.4990±0.0260 0.4989±0.0105 0.4990±0.1533 0.4990±0.0435 0.4990±0.0354 0.4990±0.0831 0.4990±0.0324 0.4989±0.0099 0.4963±0.0152 0.9768±0.0149 0.4993±0.0061 2 0.4990±0.0007 41 0.8090±0.0316 918 0.4973±0.0024 379 613 ChenShuAn RBF yes no 999 0.7082±0.0656 0.4371±0.0315 0.2793±0.1532 0.9122±0.0433 0.7859±0.0688 0.5108±0.0829 0.9041±0.0522 0.5207±0.0272 0.5438±0.0155 0.0000±0.0060 0.3813±0.0055 999 0.5000±0.0000 500 0.5000±0.0000 20000 0.5000±0.0000 380 1227 owen reged camml yes yes 1 0.8128±0.0653 0.6028±0.0105 0.9940±0.1531 0.9325±0.0690 0.9463±0.0565 0.4749±0.0831 0.9034±0.0632 0.6594±0.0099 0.5318±0.0152 0.2915±0.0322 0.3020±0.0058 1 0.5357±0.0344 472 0.2915±0.0322 18967 0.3020±0.0058 381 1228 owen reged camml yes yes 1 0.8102±0.0653 0.6161±0.0105 0.9945±0.1531 0.9321±0.0690 0.9461±0.0565 0.4663±0.0831 0.9022±0.0632 0.6703±0.0098 0.5434±0.0152 0.2915±0.0322 0.3020±0.0058 1 0.5357±0.0344 472 0.2915±0.0322 18967 0.3020±0.0058 382 929 yulay Camml - proof 0 yes yes 1 0.8209±0.0653 0.5136±0.0105 0.9965±0.1531 0.9363±0.0690 0.9498±0.0565 0.4940±0.0831 0.8166±0.0741 0.5689±0.0099 0.5083±0.0152 0.2605±0.0328 0.2825±0.0059 1 0.5357±0.0344 457 0.2605±0.0328 18487 0.2825±0.0059 383 1166 yulay camml yes yes 1 0.8209±0.0653 0.5136±0.0105 0.9965±0.1531 0.9363±0.0690 0.9498±0.0565 0.4940±0.0831 0.8166±0.0741 0.5689±0.0099 0.5083±0.0152 0.2605±0.0328 0.2825±0.0059 1 0.5357±0.0344 457 0.2605±0.0328 18487 0.2825±0.0059 384 1162 owen reged camml yes yes 1 0.8198±0.0653 0.5510±0.0105 0.9955±0.1531 0.9357±0.0690 0.9491±0.0565 0.4920±0.0831 0.9076±0.0632 0.6167±0.0099 0.5110±0.0152 0.2605±0.0328 0.2825±0.0059 1 0.5357±0.0344 457 0.2605±0.0328 18487 0.2825±0.0059