input_fn.tf_dataset {tfdatasets}

Construct a tfestimators input function from a dataset

Description

Construct a tfestimators input function from a dataset

Usage

input_fn.tf_dataset(dataset, features, response = NULL)

Arguments

dataset

A dataset

features

The names of feature variables to be used.

response

The name of the response variable.

Details

Creating an input_fn from a dataset requires that the dataset consist of a set of named output tensors (e.g. like the dataset produced by the tfrecord_dataset() or text_line_dataset() function).

Value

An input_fn suitable for use with tfestimators train, evaluate, and predict methods