Makes the summary of quantiles for the batch.
tf.raw_ops.BoostedTreesMakeQuantileSummaries(
float_values, example_weights, epsilon, name=None
)
An op that takes a list of tensors (one tensor per feature) and outputs the quantile summaries for each tensor.
| Args | |
|---|---|
float_values | A list of Tensor objects with type float32. float; List of Rank 1 Tensors each containing values for a single feature. |
example_weights | A Tensor of type float32. float; Rank 1 Tensor with weights per instance. |
epsilon | A Tensor of type float32. float; The required maximum approximation error. |
name | A name for the operation (optional). |
| Returns | |
|---|---|
A list with the same length as float_values of Tensor objects with type float32. |
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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/raw_ops/BoostedTreesMakeQuantileSummaries