Table 3 Top 5 features CART, RF, SVM and LASSO and frequency of selection in 200 bootstrap resamples
Technique | Top 5 features and frequencies [] | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
CART | LePn.007B8 | [200] | LePn.026A7 | [93] | LePn.027A12 | [76] | LePn.028A11 | [71] | LePn.016E4 | [66] |
RF | LePn.007B8 | [200] | LePn.032E12 | [168] | LePn.004E8 | [151] | LePn.035C6 | [141] | LePn.016E4 | [100] |
SVM | LePn.007B8 | [144] | LePn.035G3 | [111] | LePn.009C5 | [105] | LePn.012C5 | [97] | LePn.024C3 | [89] |
LASSO | LePn.007B8 | [187] | LePn.033H2 | [146] | LePn.016E4 | [131] | LePn.010B12 | [83] | LePn.011B3 | [77] |