MetricVisualizer

class MetricVisualizer(train_dirs,
                       subdirs=False)

Purpose

Plot information regarding training, metric evaluations or cross-validation runs on a single chart. One chart can contain information regarding one or several runs depending on the input information. The charts can be either plotted in real time while the trainings are performed, or after the trainings are over.

Parameters

ParameterPossible typesDescriptionDefault value
train_dirs
  • string
  • list of strings

The directory or the list of directories to read the files generated during training.

catboost_info
subdirsbool

Gather and read data from the specified directories and all subdirectories.

False (the data for charts is gathered from the specified directories only)

Methods

MethodDescription
start

Plot metrics for all training, metric evaluations and cross-validation runs that have logs in the given directory.