View Source GoogleApi.Language.V1.Model.XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry (google_api_language v0.14.0)
Metrics for a single confidence threshold.
Attributes
-
confidenceThreshold
(type:number()
, default:nil
) - The confidence threshold value used to compute the metrics. -
confusionMatrix
(type:GoogleApi.Language.V1.Model.XPSConfusionMatrix.t
, default:nil
) - Confusion matrix of the per confidence_threshold evaluation. Pixel counts are set here. Only set for model level evaluation, not for evaluation per label. -
diceScoreCoefficient
(type:number()
, default:nil
) - DSC or the F1 score: The harmonic mean of recall and precision. -
iouScore
(type:number()
, default:nil
) - IOU score. -
precision
(type:number()
, default:nil
) - Precision for the given confidence threshold. -
recall
(type:number()
, default:nil
) - Recall for the given confidence threshold.
Summary
Functions
Unwrap a decoded JSON object into its complex fields.
Types
@type t() :: %GoogleApi.Language.V1.Model.XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry{ confidenceThreshold: number() | nil, confusionMatrix: GoogleApi.Language.V1.Model.XPSConfusionMatrix.t() | nil, diceScoreCoefficient: number() | nil, iouScore: number() | nil, precision: number() | nil, recall: number() | nil }
Functions
Unwrap a decoded JSON object into its complex fields.