Evaluation
Protocols and Metrics Code Examples
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Protocols and Metrics Code Examples
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Avalanche offers significant support for defining your own eveluation protocol (classic or custom metrics, when and on what to test). You can find examples related to the benchmarks here:
: this is a simple example on how to use the Evaluation Plugin (the evaluation controller object)
: how to use metrics as standalone objects.
: this example shows how to produce confusion matrix during training and evaluation.
: this is a simple example on how to use the Dataset inspection plugins.
: example usage of the mean_score helper to show the scores of the true class, averaged by new and old classes.
: this is a simple example on how to use the Evaluation Plugin with metrics returning values for different tasks.