public final class BoostedTreesExampleDebugOutputs extends PrimitiveOp implements Operand<String>
It traverses all the trees and computes debug metrics for individual examples, such as getting split feature ids and logits after each split along the decision path used to compute directional feature contributions.
operation
Modifier and Type | Method and Description |
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Output<String> |
asOutput()
Returns the symbolic handle of a tensor.
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static BoostedTreesExampleDebugOutputs |
create(Scope scope,
Operand<?> treeEnsembleHandle,
Iterable<Operand<Integer>> bucketizedFeatures,
Long logitsDimension)
Factory method to create a class wrapping a new BoostedTreesExampleDebugOutputs operation.
|
Output<String> |
examplesDebugOutputsSerialized()
Output rank 1 Tensor containing a proto serialized as a string for each example.
|
equals, hashCode, op, toString
public static BoostedTreesExampleDebugOutputs create(Scope scope, Operand<?> treeEnsembleHandle, Iterable<Operand<Integer>> bucketizedFeatures, Long logitsDimension)
scope
- current scopetreeEnsembleHandle
- bucketizedFeatures
- A list of rank 1 Tensors containing bucket id for each
feature.logitsDimension
- scalar, dimension of the logits, to be used for constructing the protos in
examples_debug_outputs_serialized.public Output<String> examplesDebugOutputsSerialized()
public Output<String> asOutput()
Operand
Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.
asOutput
in interface Operand<String>
OperationBuilder.addInput(Output)
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