DecisionTreeRegression

@Serializable

@SerialName(value = "DecisionTreeRegression")

data class DecisionTreeRegression(val featureSize: Int, val splitCandidates: List<SerializableSplit>, val config: RegressionTreeConfig = RegressionTreeConfig(), val randomSeed: Int = 0) : RegressionStatSpec<TreeRegressionResult> (source)

Spec for DecisionTreeRegressionStat: online VFDT regression tree.

Constructors

constructor(featureSize: Int, splitCandidates: List<SerializableSplit>, config: RegressionTreeConfig = RegressionTreeConfig(), randomSeed: Int = 0)(source)

RegressionTree growth tunables.

Number of input features.

PRNG seed for per-leaf candidate subsampling and bagging.

Candidate splits considered at every audit leaf.