Subkey

Default

Options

Variance

1.0

Float

GroupwiseSearch

True

Boolean(s)

SelectFromModel

0.0

Float

UsePCA

0.25

Float

PCAType

95variance, 10, 50, 100

Inteteger(s), 95variance

StatisticalTestUse

0.25

Float

StatisticalTestMetric

MannWhitneyU

ttest, Welch, Wilcoxon, MannWhitneyU

StatisticalTestThreshold

-3, 2.5

Two Integers: loc and scale

ReliefUse

0.25

Float

ReliefNN

2, 4

Two Integers: loc and scale

ReliefSampleSize

0.75, 0.25

Two Floats: loc and scale

ReliefDistanceP

1, 3

Two Integers: loc and scale

ReliefNumFeatures

10, 50, 100

Two Integers: loc and scale