Performance with top importance features | |||||||
---|---|---|---|---|---|---|---|
Measure | 50 | 100 | 200 | 300 | 500 | 1000 | 2077 |
PCC | 0.790 | 0.793 | 0.790 | 0.786 | 0.779 | 0.772 | 0.767 |
RMSE | 0.165 | 0.164 | 0.165 | 0.166 | 0.169 | 0.171 | 0.173 |
R2 | 30.5 | 47.8 | 28.2 | 35.7 | 39.2 | 27.7 | 32.4 |
MSE | 0.030 | 0.024 | 0.030 | 0.028 | 0.026 | 0.029 | 0.026 |
MAE | 0.133 | 0.125 | 0.141 | 0.133 | 0.134 | 0.133 | 0.135 |
Blind test | |||||||
Blind PCC | 0.702 | 0.736 | 0.735 | 0.740 | 0.756 | 0.755 | 0.758 |
Blind RMSE | 0.197 | 0.189 | 0.189 | 0.187 | 0.183 | 0.184 | 0.183 |
Blind R2 | −10.9 | −8.5 | −12.2 | −5.1 | −1.1 | −5.20 | −6.7 |
Blind MSE | 0.039 | 0.036 | 0.036 | 0.035 | 0.033 | 0.034 | 0.033 |
Blind MAE | 0.160 | 0.146 | 0.145 | 0.145 | 0.142 | 0.142 | 0.143 |