# Generated by the protocol buffer compiler.  DO NOT EDIT!
# source: google/cloud/automl/v1beta1/classification.proto


require 'google/protobuf'

require 'google/api/annotations_pb'
require 'google/cloud/automl/v1beta1/temporal_pb'
Google::Protobuf::DescriptorPool.generated_pool.build do
  add_message "google.cloud.automl.v1beta1.ClassificationAnnotation" do
    optional :score, :float, 1
  end
  add_message "google.cloud.automl.v1beta1.VideoClassificationAnnotation" do
    optional :type, :string, 1
    optional :classification_annotation, :message, 2, "google.cloud.automl.v1beta1.ClassificationAnnotation"
    optional :time_segment, :message, 3, "google.cloud.automl.v1beta1.TimeSegment"
  end
  add_message "google.cloud.automl.v1beta1.ClassificationEvaluationMetrics" do
    optional :au_prc, :float, 1
    optional :base_au_prc, :float, 2
    optional :au_roc, :float, 6
    optional :log_loss, :float, 7
    repeated :confidence_metrics_entry, :message, 3, "google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfidenceMetricsEntry"
    optional :confusion_matrix, :message, 4, "google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfusionMatrix"
    repeated :annotation_spec_id, :string, 5
  end
  add_message "google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfidenceMetricsEntry" do
    optional :confidence_threshold, :float, 1
    optional :position_threshold, :int32, 14
    optional :recall, :float, 2
    optional :precision, :float, 3
    optional :false_positive_rate, :float, 8
    optional :f1_score, :float, 4
    optional :recall_at1, :float, 5
    optional :precision_at1, :float, 6
    optional :false_positive_rate_at1, :float, 9
    optional :f1_score_at1, :float, 7
    optional :true_positive_count, :int64, 10
    optional :false_positive_count, :int64, 11
    optional :false_negative_count, :int64, 12
    optional :true_negative_count, :int64, 13
  end
  add_message "google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfusionMatrix" do
    repeated :annotation_spec_id, :string, 1
    repeated :display_name, :string, 3
    repeated :row, :message, 2, "google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfusionMatrix.Row"
  end
  add_message "google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfusionMatrix.Row" do
    repeated :example_count, :int32, 1
  end
  add_enum "google.cloud.automl.v1beta1.ClassificationType" do
    value :CLASSIFICATION_TYPE_UNSPECIFIED, 0
    value :MULTICLASS, 1
    value :MULTILABEL, 2
  end
end

module Google::Cloud::AutoML::V1beta1
  ClassificationAnnotation = Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.automl.v1beta1.ClassificationAnnotation").msgclass
  VideoClassificationAnnotation = Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.automl.v1beta1.VideoClassificationAnnotation").msgclass
  ClassificationEvaluationMetrics = Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.automl.v1beta1.ClassificationEvaluationMetrics").msgclass
  ClassificationEvaluationMetrics::ConfidenceMetricsEntry = Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfidenceMetricsEntry").msgclass
  ClassificationEvaluationMetrics::ConfusionMatrix = Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfusionMatrix").msgclass
  ClassificationEvaluationMetrics::ConfusionMatrix::Row = Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.automl.v1beta1.ClassificationEvaluationMetrics.ConfusionMatrix.Row").msgclass
  ClassificationType = Google::Protobuf::DescriptorPool.generated_pool.lookup("google.cloud.automl.v1beta1.ClassificationType").enummodule
end
