public final class
BoostedTreesMakeQuantileSummaries
Makes the summary of quantiles for the batch.
An op that takes a list of tensors (one tensor per feature) and outputs the quantile summaries for each tensor.
Public Methods
| static BoostedTreesMakeQuantileSummaries | |
| Iterator<Operand<Float>> |
iterator()
|
| List<Output<Float>> |
summaries()
float; List of Rank 2 Tensors each containing the quantile summary
(value, weight, min_rank, max_rank) of a single feature.
|
Inherited Methods
Public Methods
public static BoostedTreesMakeQuantileSummaries create (Scope scope, Iterable<Operand<Float>> floatValues, Operand<Float> exampleWeights, Operand<Float> epsilon)
Factory method to create a class wrapping a new BoostedTreesMakeQuantileSummaries operation.
Parameters
| scope | current scope |
|---|---|
| floatValues | float; List of Rank 1 Tensors each containing values for a single feature. |
| exampleWeights | float; Rank 1 Tensor with weights per instance. |
| epsilon | float; The required maximum approximation error. |
Returns
- a new instance of BoostedTreesMakeQuantileSummaries
public List<Output<Float>> summaries ()
float; List of Rank 2 Tensors each containing the quantile summary (value, weight, min_rank, max_rank) of a single feature.