Interface EntityTypesEvaluationMetrics

Detailed information about the accuracy of an entity recognizer for a specific entity type.

interface EntityTypesEvaluationMetrics {
    F1Score?: number;
    Precision?: number;
    Recall?: number;
}

Properties

F1Score? Precision? Recall?

Properties

Optional F1Score

F1Score?: number

A measure of how accurate the recognizer results are for a specific entity type in the test data. It is derived from the Precision and Recall values. The F1Score is the harmonic average of the two scores. The highest score is 1, and the worst score is 0.

Optional Precision

Precision?: number

A measure of the usefulness of the recognizer results for a specific entity type in the test data. High precision means that the recognizer returned substantially more relevant results than irrelevant ones.

Optional Recall

Recall?: number

A measure of how complete the recognizer results are for a specific entity type in the test data. High recall means that the recognizer returned most of the relevant results.

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