Setting | MACOR | DISCOR | RIDGE | LASSO | FOREST |
---|---|---|---|---|---|
n100 p500 s20 σ.1 | .905 (.3834) | .943 (.387) | .838 (.355) | .0153 (.003) | .965 (.385) |
n100 p500 s20 σ1 | 2.603 (.469) | 2.648 (.490) | 2.629 (.469) | 2.462 (.381) | 2.715 (.442) |
n100 p500 s20 σ 2 | 6.785 (.525) | 6.742 (.648) | 6.904 (.541) | 7.094 (.886) | 6.987 (.536) |
n100 p500 s50 σ.1 | 4.458 (.760) | 4.444 (.789) | 4.264 (.843) | 4.442 (1.03) | 4.496 (.738) |
n100 p500 s50 σ1 | 5.648 (.968) | 5.715 (1.051) | 5.591 (.932) | 6.001 (1.083) | 5.874 (.933) |
n100 p500 s50 σ 2 | 10.042 (1.092) | 10.103 (1.009) | 10.221 (1.005) | 10.771 (1.474) | 10.050 (.945) |
n100 p500 s100 σ.1 | 10.498 (1.292) | 10.647 (1.397) | 10.474 (1.402) | 11.662 (1.768) | 10.442 (1.282) |
n100 p500 s100 σ1 | 11.498 (1.144) | 11.879 (1.262) | 11.469 (1.092) | 12.885 (1.789) | 11.701 (1.089) |
n100 p500 s100 σ 2 | 15.652 (1.559) | 15.639 (1.440) | 15.627 (1.490) | 17.047 (2.338) | 15.622 (1.404) |
n100 p1000 s20 σ.1 | 1.221 (.524) | 1.189 (.489) | 1.259 (.528) | .064 (.346) | 1.270 (.481) |
n100 p1000 s20 σ1 | 2.945 (.433) | 2.845 (.459) | 2.979 (.424) | 2.867 (.496) | 3.062 (.473) |
n100 p1000 s20 σ2 | 6.855 (.613) | 6.889 (.616) | 6.868 (.571) | 7.135 (.780) | 6.996 (.635) |
n100 p1000 s50 σ.1 | 4.874 (.779) | 4.874 (.820) | 4.869 (.786) | 5.117 (1.114) | 5.049 (.831) |
n100 p1000 s50 σ1 | 6.192 (1.007) | 6.107 (1.005) | 6.219 (.963) | 6.705 (1.359) | 6.348 (1.006) |
n100 p1000 s50 σ2 | 10.173 (.995) | 10.179 (1.028) | 10.112 (.873) | 10.716 (1.433) | 10.384 (.859) |
n100 p1000 s100 σ.1 | 11.163 (1.463) | 11.246 (1.439) | 11.182 (1.339) | 12.759 (2.017) | 11.421 (1.531) |
n100 p1000 s100 σ1 | 12.380 (1.304) | 12.538 (1.143) | 12.409 (1.165) | 13.809 (1.841) | 12.763 (1.393) |
n100 p1000 s100 σ2 | 16.815 (1.343) | 17.038 (1.574) | 16.943 (1.332) | 18.969 (2.574) | 17.231 (1.563) |
n100 p2000 s20 σ.1 | 1.758 (.569) | 1.634 (.565) | 1.782 (.574) | .258 (.722) | 1.801 (.565) |
n100 p2000 s20 σ1 | 3.041 (.446) | 2.936 (.512) | 3.088 (.529) | 2.874 (.583) | 3.081 (.469) |
n100 p2000 s20 σ2 | 7.068 (.554) | 7.166 (.592) | 7.058 (.578) | 7.651 (.985) | 7.305 (.586) |
n100 p2000 s50 σ.1 | 5.439 (.895) | 5.326 (.942) | 5.439 (.845) | 5.699 (1.029) | 5.599 (.922) |
n100 p2000 s50 σ1 | 6.765 (.968) | 6.705 (1.004) | 6.808 (.936) | 7.304 (1.180) | 7.072 (.993) |
n100 p2000 s50 σ2 | 10.364 (.951) | 10.382 (.989) | 10.469 (1.029) | 11.316 (1.196) | 10.639 (1.051) |
n100 p2000 s100 σ.1 | 11.672 (1.241) | 11.588 (1.282) | 11.665 (1.329) | 13.039 (1.588) | 12.212 (1.294) |
n100p2000s100σ1 | 12.878 (1.205) | 13.089 (1.311) | 13.104 (1.209) | 14.229 (1.816) | 13.523 (1.363) |
n100 p2000 s100 σ2 | 16.717 (1.233) | 16.799 (1.275) | 16.867 (1.317) | 18.999 (1.967) | 17.074 (1.483) |
n200 p500 s20 σ.1 | .229 (.132) | .315 (.186) | .178 (.110) | .012 (.001) | .253 (.148) |
n200 p500 s20 σ1 | 1.787 (.298) | 1.794 (.312) | 1.784 (.272) | 1.724 (.179) | 1.838 (.284) |
n200 p500 s20 σ2 | 5.878 (.535) | 5.869 (.543) | 6.014 (.549) | 6.078 (.659) | 5.986 (.503) |
n200 p500 s50 σ.1 | 2.098 (.654) | 2.397 (.642) | 1.663 (.685) | .020 (.006) | 2.242 (.649) |
n200 p500 s50 σ1 | 4.017 (.619) | 4.246 (.658) | 3.743 (.731) | 2.899 (.585) | 4.112 (.653) |
n200 p500 s50 σ2 | 8.364 (.754) | 8.511 (.738) | 8.321 (.738) | 8.641 (1.206) | 8.455 (.801) |
n200 p500 s100 σ.1 | 7.973 (1.338) | 8.213 (1.254) | 6.986 (1.493) | 6.836 (1.608) | 7.941 (1.381) |
n200 p500 s100 σ1 | 9.123 (1.019) | 9.439 (1.096) | 8.723 (1.162) | 8.559 (1.266) | 9.232 (1.045) |
n200 p500 s100 σ2 | 13.662 (1.452) | 13.801 (1.352) | 13.350 (1.411) | 14.299 (1.699) | 13.651 (1.359) |
n200 p1000 s20 σ.1 | .299 (.187) | .331 (.180) | .253 (.171) | .0120 (.001) | .332 (.197) |
n200 p1000 s20 σ1 | 2.021 (.283) | 1.991 (.279) | 2.024 (.272) | 1.809 (.195) | 2.056 (.260) |
n200 p1000 s20 σ2 | 6.416 (.554) | 6.357 (.528) | 6.536 (.552) | 6.499 (.952) | 6.463 (.576) |
n200p1000s50 σ.1 | 3.046 (.849) | 3.261 (.851) | 2.848 (.897) | .023 (.008) | 3.347 (.866) |
n200 p1000 s50 σ1 | 4.771 (.694) | 4.771 (.726) | 4.676 (.735) | 3.869 (.882) | 4.969 (.729) |
n200 p1000 s50 σ2 | 9.089 (.918) | 9.093 (.954) | 9.159 (.912) | 9.323 (1.034) | 9.152 (.920) |
n200 p1000 s100 σ.1 | 8.786 (.975) | 8.831 (.899) | 8.555 (.989) | 8.627 (1.375) | 9.147 (.981) |
n200 p1000 s100 σ1 | 10.224 (1.005) | 10.290 (.981) | 10.036 (.940) | 10.628 (1.442) | 10.509 (1.121) |
n200 p1000 s100 σ2 | 14.143 (1.287) | 14.219 (1.386) | 14.095 (1.313) | 14.976 (1.674) | 14.474 (1.371) |
n200 p2000 s20 σ.1 | .419 (.249) | .432 (.279) | .429 (.276) | .012 (.002) | .473 (.266) |
n200 p2000 s20 σ1 | 2.413 (.416) | 2.288 (.368) | 2.465 (.407) | 1.907 (.228) | 2.404 (.399) |
n200 p2000 s20 σ2 | 6.593 (.470) | 6.556 (.519) | 6.653 (.454) | 6.684 (.723) | 6.641 (.533) |
n200 p2000 s50 σ.1 | 3.729 (.874) | 3.607 (.751) | 3.731 (.825) | .419 (1.050) | 3.900 (.711) |
n200 p2000 s50 σ1 | 5.354 (.852) | 5.089 (.877) | 5.330 (.862) | 4.518 (1.012) | 5.465 (.949) |
n200 p2000 s50 σ2 | 9.707 (.763) | 9.583 (.805) | 9.827 (.763) | 10.054 (1.255) | 9.972 (.798) |
n200 p2000 s100 σ.1 | 9.693 (1.046) | 9.584 (1.137) | 9.686 (.980) | 10.119 (1.456) | 10.275 (1.169) |
n200 p2000 s100 σ1 | 10.863 (1.194) | 10.983 (1.052) | 10.578 (1.161) | 11.092 (1.609) | 11.163 (1.292) |
n200 p2000 s100 σ2 | 15.006 (1.164) | 15.057 (1.145) | 14.948 (1.126) | 15.852 (1.129) | 15.462 (1.169) |