Class: Google::Cloud::AutoML::V1beta1::TablesModelMetadata

Inherits:

Object

• Object
• Google::Cloud::AutoML::V1beta1::TablesModelMetadata

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/automl/v1beta1/tables.rb

Overview

Model metadata specific to AutoML Tables.

Instance Attribute Summary

• #disable_early_stopping ⇒ ::Boolean

  Use the entire training budget.

• #input_feature_column_specs ⇒ ::Array<::Google::Cloud::AutoML::V1beta1::ColumnSpec>

  Column specs of the dataset's primary table's columns, on which the model is trained and which are used as the input for predictions.

• #optimization_objective ⇒ ::String

  Objective function the model is optimizing towards.

• #optimization_objective_precision_value ⇒ ::Float

  Required when optimization_objective is "MAXIMIZE_RECALL_AT_PRECISION".

• #optimization_objective_recall_value ⇒ ::Float

  Required when optimization_objective is "MAXIMIZE_PRECISION_AT_RECALL".

• #tables_model_column_info ⇒ ::Array<::Google::Cloud::AutoML::V1beta1::TablesModelColumnInfo>

  Output only.

• #target_column_spec ⇒ ::Google::Cloud::AutoML::V1beta1::ColumnSpec

  Column spec of the dataset's primary table's column the model is predicting.

• #train_budget_milli_node_hours ⇒ ::Integer

  Required.

• #train_cost_milli_node_hours ⇒ ::Integer

  Output only.

Instance Attribute Details

#disable_early_stopping ⇒ ::Boolean

# File 'proto_docs/google/cloud/automl/v1beta1/tables.rb', line 209

class TablesModelMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#input_feature_column_specs ⇒ ::Array<::Google::Cloud::AutoML::V1beta1::ColumnSpec>

# File 'proto_docs/google/cloud/automl/v1beta1/tables.rb', line 209

class TablesModelMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#optimization_objective ⇒ ::String

# File 'proto_docs/google/cloud/automl/v1beta1/tables.rb', line 209

class TablesModelMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#optimization_objective_precision_value ⇒ ::Float

# File 'proto_docs/google/cloud/automl/v1beta1/tables.rb', line 209

class TablesModelMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#optimization_objective_recall_value ⇒ ::Float

# File 'proto_docs/google/cloud/automl/v1beta1/tables.rb', line 209

class TablesModelMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#tables_model_column_info ⇒ ::Array<::Google::Cloud::AutoML::V1beta1::TablesModelColumnInfo>

# File 'proto_docs/google/cloud/automl/v1beta1/tables.rb', line 209

class TablesModelMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#target_column_spec ⇒ ::Google::Cloud::AutoML::V1beta1::ColumnSpec

# File 'proto_docs/google/cloud/automl/v1beta1/tables.rb', line 209

class TablesModelMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#train_budget_milli_node_hours ⇒ ::Integer

# File 'proto_docs/google/cloud/automl/v1beta1/tables.rb', line 209

class TablesModelMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#train_cost_milli_node_hours ⇒ ::Integer

# File 'proto_docs/google/cloud/automl/v1beta1/tables.rb', line 209

class TablesModelMetadata
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end