input_fn.tf_dataset
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
Arguments | Description |
---|---|
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