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tinybig.metric

This module provides the evaluation metrics that can be used within the tinyBIG toolkit.

Classes in this Module

This module contains the following categories of evaluation metric classes:

  • metric: The base evaluation metric defining the class template.

  • accuracy: The Accuracy metric for classification task result evaluation.

  • f1: The F1 metric for classification task result evaluation.

  • mse: The MSE (Mean Squared Error) for regression task result evaluation.


Organization of this Module

Base Metric

Classification Metrics

Regression Metrics