conf_matrix_cb: Confusion matrix callback.
In GenomeNet/deepG: Deep Learning for Genome Sequence Data

conf_matrix_cb

R Documentation

Confusion matrix callback.

Description

Create a confusion matrix to display under tensorboard images.

Usage

conf_matrix_cb(path_tensorboard, run_name, confMatLabels, cm_dir)

Arguments

`path_tensorboard`	Path to tensorboard directory or `NULL`. If `NULL`, training not tracked on tensorboard.
`run_name`	Name of the run. Name will be used to identify output from callbacks. If `NULL`, will use date as run name. If name already present, will add `"_2"` to name or `"_{x+1}"` if name ends with `⁠_x⁠`, where `x` is some integer.
`confMatLabels`	Names of classes.
`cm_dir`	Directory that contains confusion matrix files.

Value

Keras callback, plot confusion matrix in tensorboard.

Examples


cm <- conf_matrix_cb(path_tensorboard = tempfile(), run_name = 'run_1',
                     confMatLabels = c('label_1', 'label_2'), cm_dir = tempfile())

GenomeNet/deepG documentation built on Dec. 24, 2024, 12:11 p.m.