Class: Google::Apis::LanguageV2::XpsTablesClassificationMetricsCurveMetrics

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/language_v2/classes.rb,
lib/google/apis/language_v2/representations.rb,
lib/google/apis/language_v2/representations.rb

Overview

Metrics curve data point for a single value.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ XpsTablesClassificationMetricsCurveMetrics

Returns a new instance of XpsTablesClassificationMetricsCurveMetrics.



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# File 'lib/google/apis/language_v2/classes.rb', line 3580

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#auc_pr ⇒ Float

The area under the precision-recall curve. Corresponds to the JSON property aucPr

Returns:

  • (Float) 


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# File 'lib/google/apis/language_v2/classes.rb', line 3552

def auc_pr
  @auc_pr
end

#auc_roc ⇒ Float

The area under receiver operating characteristic curve. Corresponds to the JSON property aucRoc

Returns:

  • (Float) 


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# File 'lib/google/apis/language_v2/classes.rb', line 3557

def auc_roc
  @auc_roc
end

#confidence_metrics_entries ⇒ Array<Google::Apis::LanguageV2::XpsTablesConfidenceMetricsEntry>

Metrics that have confidence thresholds. Precision-recall curve and ROC curve can be derived from them. Corresponds to the JSON property confidenceMetricsEntries

Returns:



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# File 'lib/google/apis/language_v2/classes.rb', line 3563

def confidence_metrics_entries
  @confidence_metrics_entries
end

#log_loss ⇒ Float

The Log loss metric. Corresponds to the JSON property logLoss

Returns:

  • (Float) 


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# File 'lib/google/apis/language_v2/classes.rb', line 3568

def log_loss
  @log_loss
end

#position_threshold ⇒ Fixnum

The position threshold value used to compute the metrics. Corresponds to the JSON property positionThreshold

Returns:

  • (Fixnum) 


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# File 'lib/google/apis/language_v2/classes.rb', line 3573

def position_threshold
  @position_threshold
end

#value ⇒ String

The CATEGORY row value (for ARRAY unnested) the curve metrics are for. Corresponds to the JSON property value

Returns:

  • (String) 


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# File 'lib/google/apis/language_v2/classes.rb', line 3578

def value
  @value
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/language_v2/classes.rb', line 3585

def update!(**args)
  @auc_pr = args[:auc_pr] if args.key?(:auc_pr)
  @auc_roc = args[:auc_roc] if args.key?(:auc_roc)
  @confidence_metrics_entries = args[:confidence_metrics_entries] if args.key?(:confidence_metrics_entries)
  @log_loss = args[:log_loss] if args.key?(:log_loss)
  @position_threshold = args[:position_threshold] if args.key?(:position_threshold)
  @value = args[:value] if args.key?(:value)
end