View Source GoogleApi.Language.V1.Model.XPSImageSegmentationEvaluationMetricsConfidenceMetricsEntry (google_api_language v0.16.1)

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

Types

t()

Functions

decode(value, options)

Unwrap a decoded JSON object into its complex fields.

Types

t()

@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

decode(value, options)

@spec decode(struct(), keyword()) :: struct()

Unwrap a decoded JSON object into its complex fields.