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Table 3 Correlation coefficients between predicted σ values by Sigma-RF and the actual errors for CACA distances of 22 CASP9 targets are shown

From: Sigma-RF: prediction of the variability of spatial restraints in template-based modeling by random forest

Target ID With 20 features With top 10 features
T0517 0.5622 0.5774
T0523 0.3923 0.3041
T0527 0.3402 0.3355
T0536 0.3138 0.3438
T0538 0.2225 0.2998
T0539 0.5197 0.5093
T0545 0.3312 0.2289
T0552 0.4061 0.4277
T0557 0.4447 0.3720
T0559 0.2589 0.2237
T0560 0.4392 0.4080
T0566 0.4536 0.3619
T0567 0.1997 0.1960
T0580 0.2354 0.2948
T0586 0.3713 0.4038
T0590 0.1218 0.0670
T0594 0.3364 0.3330
T0598 0.3145 0.2489
T0602 0.5608 0.4723
T0610 0.2756 0.2825
T0615 0.4062 0.4177
T0622 0.5028 0.4853
Average 0.3640 0.3452
  1. Results using the full 20 features as well as using top 10 features are shown. On average, by using only half of the features, 95% of the prediction level is achieved.
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