trait ModelNode[+T <: PredictionResult[Any]] extends Serializable
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- abstract def shapley(input: Vector[AnyVal], omitFeatures: Set[Int] = Set()): Option[DenseMatrix[Double]]
Compute Shapley feature attributions for a given input in this node's subtree
Compute Shapley feature attributions for a given input in this node's subtree
- input
for which to compute feature attributions.
- returns
array of vector-valued attributions for each feature One Vector[Double] per feature, each of length equal to the output dimension.
- abstract def transform(input: Vector[AnyVal]): (T, TreeMeta)
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