public interface SelectorParams extends Params, HasFeaturesCol, HasLabelCol, HasOutputCol
Selector and SelectorModel.| Modifier and Type | Method and Description |
|---|---|
DoubleParam |
fdr()
The upper bound of the expected false discovery rate.
|
DoubleParam |
fpr()
The highest p-value for features to be kept.
|
DoubleParam |
fwe()
The upper bound of the expected family-wise error rate.
|
double |
getFdr() |
double |
getFpr() |
double |
getFwe() |
int |
getNumTopFeatures() |
double |
getPercentile() |
String |
getSelectorType() |
IntParam |
numTopFeatures()
Number of features that selector will select, ordered by ascending p-value.
|
DoubleParam |
percentile()
Percentile of features that selector will select, ordered by ascending p-value.
|
Param<String> |
selectorType()
The selector type.
|
featuresCol, getFeaturesColgetLabelCol, labelColgetOutputCol, outputColclear, copy, copyValues, defaultCopy, defaultParamMap, explainParam, explainParams, extractParamMap, extractParamMap, get, getDefault, getOrDefault, getParam, hasDefault, hasParam, isDefined, isSet, paramMap, params, set, set, set, setDefault, setDefault, shouldOwntoString, uidDoubleParam fdr()
DoubleParam fpr()
DoubleParam fwe()
double getFdr()
double getFpr()
double getFwe()
int getNumTopFeatures()
double getPercentile()
String getSelectorType()
IntParam numTopFeatures()
DoubleParam percentile()
Param<String> selectorType()