Subkey |
Default |
Options |
---|---|---|
Variance |
1.0 |
Float |
GroupwiseSearch |
True |
Boolean(s) |
SelectFromModel |
0.275 |
Float |
SelectFromModel_estimator |
Lasso, LR, RF |
Lasso, LR, RF |
SelectFromModel_lasso_alpha |
0.1, 1.4 |
Two Floats: loc and scale |
SelectFromModel_n_trees |
10, 90 |
Two Integers: loc and scale |
UsePCA |
0.275 |
Float |
PCAType |
95variance, 10, 50, 100 |
Integer(s), 95variance |
StatisticalTestUse |
0.275 |
Float |
StatisticalTestMetric |
MannWhitneyU |
ttest, Welch, Wilcoxon, MannWhitneyU |
StatisticalTestThreshold |
-3, 2.5 |
Two Integers: loc and scale |
ReliefUse |
0.275 |
Float |
ReliefNN |
2, 4 |
Two Integers: loc and scale |
ReliefSampleSize |
0.75, 0.2 |
Two Floats: loc and scale |
ReliefDistanceP |
1, 3 |
Two Integers: loc and scale |
ReliefNumFeatures |
10, 40 |
Two Integers: loc and scale |