From: Multi-task feature selection in microarray data by binary integer programming
 |  | Colon | Lung | DLBCL | Myeloma | Average |
---|---|---|---|---|---|---|
m = 20 | PC | .775 ± .159 | .657 ± .184 | .945 ± .051 | .689 ± .094 | .767 |
 | ChiSquare | .763 ± .189 | .573 ± .146 | .945 ± .043 | .639 ± .121 | .730 |
 | GINI | .760 ± .217 | .590 ± .170 | .948 ± .054 | .653 ± .096 | .738 |
 | InfoGain | .758 ± .197 | .546 ± .160 | .948 ± .054 | .639 ± .111 | .723 |
 | KW | .735 ± .145 | .548 ± .165 | .858 ± .099 | .582 ± .112 | .681 |
 | Relief | .775 ± .149 | .685 ± .195 | .949 ± .043 | .671 ± .104 | .770 |
 | mRMR | .785 ± .163 | .556 ± .164 | .938 ± .074 | .649 ± .126 | .732 |
 | SASMIF | .710 ± .168 | .560 ± .145 | .931 ± .052 | .612 ± .076 | .703 |
 | QSFS | .793 ± .129 | .579 ± .186 | .942 ± .043 | .737 ± .062 | .763 |
 | ST-BIP | .815 ± .153 | .612 ± .108 | .953 ± .054 | .701 ± .048 | .770 |
m = 50 | PC | .763 ± .170 | .648 ± .184 | .958 ± .025 | .709 ± .071 | .770 |
 | ChiSquare | .740 ± .189 | .600 ± .173 | .965 ± .035 | .676 ± .076 | .745 |
 | GINI | .742 ± .183 | .586 ± .167 | .966 ± .034 | .666 ± .096 | .740 |
 | InfoGain | .755 ± .179 | .595 ± .170 | .963 ± .026 | .682 ± .085 | .749 |
 | KW | .755 ± .187 | .574 ± .163 | .858 ± .128 | .606 ± .072 | .698 |
 | Relief | .785 ± .145 | .661±.194 | .966 ± .027 | .677 ± .082 | .772 |
 | mRMR | .748 ± .182 | .651 ± .219 | .948 ± .067 | .695 ± .093 | .761 |
 | SASMIF | .663 ± .206 | .563 ± .130 | .943 ± .043 | .636 ± .004 | .701 |
 | QSFS | .695 ± .208 | .608 ± .054 | .961 ± .031 | .714±.080 | .745 |
 | ST-BIP | .828 ± .082 | .600 ± .124 | .969 ± .034 | .710 ± .110 | .777 |
m = 100 | PC | .753 ± .176 | .607 ± .122 | .963 ± .025 | .708 ± .062 | .758 |
 | ChiSquare | .745 ± .184 | .631 ± .164 | .966 ± .024 | .688 ± .063 | .758 |
 | GINI | .748 ± .186 | .594 ± .202 | .965 ± .026 | .698 ± .079 | .751 |
 | InfoGain | .750 ± .180 | .631 ± .164 | .967 ± .022 | .690 ± .062 | .760 |
 | KW | .727 ± .188 | .570 ± .206 | .879 ± .113 | .624 ± .071 | .700 |
 | Relief | .773 ± .177 | .631 ± .176 | .958 ± .042 | .708 ± .066 | .768 |
 | mRMR | .758 ± .169 | .608 ± .169 | .966 ± .035 | .690 ± .075 | .756 |
 | SASMIF | .785 ± .131 | .611 ± .213 | .950 ± .035 | .647 ± .072 | .748 |
 | QSFS | .777 ± .173 | .636±.113 | .965 ± .025 | .710 ± .073 | .772 |
 | ST-BIP | .833 ± .078 | .627 ± .180 | .975 ± .033 | .735 ± .086 | .793 |
m = 200 | PC | .760 ± .164 | .632 ± .120 | .973 ± .018 | .704 ± .059 | .767 |
 | ChiSquare | .750 ± .165 | .611 ± .198 | .973 ± .030 | .673 ± .072 | .752 |
 | GINI | .753 ± .165 | .617 ± .199 | .974 ± .019 | .690 ± .064 | .759 |
 | InfoGain | .755 ± .165 | .611 ± .198 | .977 ± .017 | .673 ± .072 | .754 |
 | KW | .735 ± .219 | .571 ± .199 | .878 ± .145 | .637 ± .036 | .705 |
 | Relief | .758 ± .162 | .621 ± .157 | .979 ± .025 | .721±.076 | .770 |
 | mRMR | .755 ± .155 | .585 ± .169 | .974 ± .027 | .668 ± .068 | .746 |
 | SASMIF | .820 ± .011 | .590 ± .124 | .954 ± .221 | .644 ± .045 | .752 |
 | QSFS | .765 ± .171 | .664 ±.187 | .974 ± .025 | .687 ± .052 | .773 |
 | ST-BIP | .833 ± .080 | .634 ± .156 | .984 ± .020 | .706 ± .106 | .789 |
m = 1000 | PC | .740 ± .172 | .633 ± .193 | .979 ± .018 | .700 ± .049 | .763 |
 | ChiSquare | .743 ± .174 | .606 ± .121 | .974 ± .028 | .676 ± .060 | .750 |
 | GINI | .735 ± .176 | .645 ±.152 | .974 ± .027 | .679 ± .056 | .758 |
 | InfoGain | .743 ± .174 | .606 ± .121 | .974 ± .028 | .676 ± .060 | .750 |
 | KW | .722 ± .198 | .568 ± .184 | .941 ± .051 | .652 ± .037 | .721 |
 | Relief | .728 ± .173 | .623 ± .150 | .980 ± .019 | .698 ± .051 | .757 |
 | mRMR | .743 ± .174 | .606 ± .121 | .976 ± .025 | .677 ± .060 | .751 |
 | SASMIF | .763 ± .149 | .587 ± .176 | .952 ± .038 | .669 ± .054 | .743 |
 | QSFS | .745 ± .175 | .624 ± .163 | .980 ± .017 | .690 ± .047 | .760 |
 | ST-BIP | .828 ± .063 | .625 ± .192 | .981 ± .020 | .722 ± .078 | .789 |