kumulant

kumulant/com.eignex.kumulant.stat.regression.tree/ForestRegressionResult

ForestRegressionResult

@Serializable

@SerialName(value = "ForestRegressionResult")

data class ForestRegressionResult(val trees: List<TreeRegressionResult>) : Result(source)

Snapshot of a RandomForestRegressionStat: per-tree immutable snapshots.

Constructors

ForestRegressionResult

constructor(trees: List<TreeRegressionResult>)

Properties

val totalWeights: Double

Sum of per-tree root totalWeights; nbrTrees * underlyingWeight under bagging.

val trees: List<TreeRegressionResult>

Per-tree immutable snapshots; non-empty.

Functions

fun findLeafMerged(x: VectorView): WeightedVarianceResult

Merge the leaves that x routes to across every tree into a single weighted- variance aggregate. Useful for ensembled scoring.

fun predict(x: VectorView): Double

Mean of findLeafMerged.

ForestRegressionResult

constructor(trees: List<TreeRegressionResult>)(source)

findLeafMerged

fun findLeafMerged(x: VectorView): WeightedVarianceResult(source)

Merge the leaves that x routes to across every tree into a single weighted- variance aggregate. Useful for ensembled scoring.

predict

fun predict(x: VectorView): Double(source)

Mean of findLeafMerged.

totalWeights

val totalWeights: Double(source)

Sum of per-tree root totalWeights; nbrTrees * underlyingWeight under bagging.

trees

val trees: List<TreeRegressionResult>(source)

Per-tree immutable snapshots; non-empty.