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fiftyone.utils.eval.base

module documentation
(source)

Base evaluation methods.

Copyright 2017-2025, Voxel51, Inc.
voxel51.com

Class BaseClassificationResults Base class for evaluation results that expose classification metrics like P/R/F1 and confusion matrices.
Class BaseEvaluationMethod Base class for evaluation methods.
Class BaseEvaluationMethodConfig Base class for configuring evaluation methods.
Class BaseEvaluationResults Base class for evaluation results.
Variable foo Undocumented
Variable logger Undocumented
Function _compute_accuracy Undocumented
Function _compute_confusion_matrix Undocumented
Function _compute_support Undocumented
Function _parse_labels Undocumented
Function _print_dict_as_table Undocumented
foo = (source)

Undocumented

logger = (source)

Undocumented

def _compute_accuracy(ytrue, ypred, labels=None, weights=None): (source)

Undocumented

def _compute_confusion_matrix(ytrue, ypred, labels, weights=None, ytrue_ids=None, ypred_ids=None, tabulate_ids=False): (source)

Undocumented

def _compute_support(ytrue, labels=None, weights=None): (source)

Undocumented

def _parse_labels(ytrue, ypred, classes, missing): (source)

Undocumented

def _print_dict_as_table(d, digits): (source)

Undocumented