Evaluations metrics, at a specific confidence level.
JSON representation |
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{
"confidenceLevel": number,
"metrics": {
object ( |
Fields | |
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confidenceLevel |
The confidence level. |
metrics |
The metrics at the specific confidence level. |
Metrics
Evaluation metrics, either in aggregate or about a specific entity.
JSON representation |
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{ "precision": number, "recall": number, "f1Score": number, "predictedOccurrencesCount": integer, "groundTruthOccurrencesCount": integer, "predictedDocumentCount": integer, "groundTruthDocumentCount": integer, "truePositivesCount": integer, "falsePositivesCount": integer, "falseNegativesCount": integer, "totalDocumentsCount": integer } |
Fields | |
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precision |
The calculated precision. |
recall |
The calculated recall. |
f1Score |
The calculated f1 score. |
predictedOccurrencesCount |
The amount of occurrences in predicted documents. |
groundTruthOccurrencesCount |
The amount of occurrences in ground truth documents. |
predictedDocumentCount |
The amount of documents with a predicted occurrence. |
groundTruthDocumentCount |
The amount of documents with a ground truth occurrence. |
truePositivesCount |
The amount of true positives. |
falsePositivesCount |
The amount of false positives. |
falseNegativesCount |
The amount of false negatives. |
totalDocumentsCount |
The amount of documents that had an occurrence of this label. |