XPSClassificationEvaluationMetrics
import type { XPSClassificationEvaluationMetrics } from "https://googleapis.deno.dev/v1/language:v2.ts";Model evaluation metrics for classification problems. It can be used for image and video classification. Next tag: 9.
interface XPSClassificationEvaluationMetrics {
auPrc?: number;
auRoc?: number;
baseAuPrc?: number;
confidenceMetricsEntries?: XPSConfidenceMetricsEntry[];
confusionMatrix?: XPSConfusionMatrix;
evaluatedExamplesCount?: number;
logLoss?: number;
}§Properties
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auRoc?: number
[src]The Area Under Receiver Operating Characteristic curve metric. Micro-averaged for the overall evaluation.
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confidenceMetricsEntries?: XPSConfidenceMetricsEntry[]
[src]Metrics that have confidence thresholds. Precision-recall curve can be derived from it.
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confusionMatrix?: XPSConfusionMatrix
[src]Confusion matrix of the evaluation. Only set for MULTICLASS classification problems where number of annotation specs is no more than 10. Only set for model level evaluation, not for evaluation per label.