Evaluations metrics, at a specific confidence level.
| JSON representation |
|---|
{
"confidenceLevel"
:
number
,
"metrics"
:
{
object (
|
| Fields | |
|---|---|
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 |
|---|
{ "precision" : number , "recall" : number , "f1Score" : number , "predictedOccurrencesCount" : integer , "groundTruthOccurrencesCount" : integer , "predictedDocumentCount" : integer , "groundTruthDocumentCount" : integer , "truePositivesCount" : integer , "falsePositivesCount" : integer , "falseNegativesCount" : integer , "totalDocumentsCount" : integer } |
| Fields | |
|---|---|
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. |
