Class: Google::Cloud::AIPlatform::V1::ActiveLearningConfig

Inherits:

Object

• Object
• Google::Cloud::AIPlatform::V1::ActiveLearningConfig

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/aiplatform/v1/data_labeling_job.rb

Overview

Parameters that configure the active learning pipeline. Active learning will label the data incrementally by several iterations. For every iteration, it will select a batch of data based on the sampling strategy.

Instance Attribute Summary

• #max_data_item_count ⇒ ::Integer

  Max number of human labeled DataItems.

• #max_data_item_percentage ⇒ ::Integer

  Max percent of total DataItems for human labeling.

• #sample_config ⇒ ::Google::Cloud::AIPlatform::V1::SampleConfig

  Active learning data sampling config.

• #training_config ⇒ ::Google::Cloud::AIPlatform::V1::TrainingConfig

  CMLE training config.

Instance Attribute Details

#max_data_item_count ⇒ ::Integer

# File 'proto_docs/google/cloud/aiplatform/v1/data_labeling_job.rb', line 160

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

#max_data_item_percentage ⇒ ::Integer

# File 'proto_docs/google/cloud/aiplatform/v1/data_labeling_job.rb', line 160

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

#sample_config ⇒ ::Google::Cloud::AIPlatform::V1::SampleConfig

# File 'proto_docs/google/cloud/aiplatform/v1/data_labeling_job.rb', line 160

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

#training_config ⇒ ::Google::Cloud::AIPlatform::V1::TrainingConfig

# File 'proto_docs/google/cloud/aiplatform/v1/data_labeling_job.rb', line 160

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