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.
|