Package com.google.cloud.automl.v1beta1

Interface TablesModelColumnInfoOrBuilder

  • All Superinterfaces:
    com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
    All Known Implementing Classes:
    TablesModelColumnInfo, TablesModelColumnInfo.Builder
    public interface TablesModelColumnInfoOrBuilder
extends com.google.protobuf.MessageOrBuilder

    • Method Summary

      All Methods Instance Methods Abstract Methods 
      Modifier and Type Method Description
      String getColumnDisplayName()
      Output only.
      com.google.protobuf.ByteString getColumnDisplayNameBytes()
      Output only.
      String getColumnSpecName()
      Output only.
      com.google.protobuf.ByteString getColumnSpecNameBytes()
      Output only.
      float getFeatureImportance()
      Output only.

      • Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

        isInitialized

      • Methods inherited from interface com.google.protobuf.MessageOrBuilder

        findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

    • Method Detail

      • getColumnSpecName

        String getColumnSpecName()
         Output only. The name of the ColumnSpec describing the column. Not
 populated when this proto is outputted to BigQuery.
        string column_spec_name = 1;
        Returns:
        The columnSpecName.

      • getColumnSpecNameBytes

        com.google.protobuf.ByteString getColumnSpecNameBytes()
         Output only. The name of the ColumnSpec describing the column. Not
 populated when this proto is outputted to BigQuery.
        string column_spec_name = 1;
        Returns:
        The bytes for columnSpecName.

      • getColumnDisplayName

        String getColumnDisplayName()
         Output only. The display name of the column (same as the display_name of
 its ColumnSpec).
        string column_display_name = 2;
        Returns:
        The columnDisplayName.

      • getColumnDisplayNameBytes

        com.google.protobuf.ByteString getColumnDisplayNameBytes()
         Output only. The display name of the column (same as the display_name of
 its ColumnSpec).
        string column_display_name = 2;
        Returns:
        The bytes for columnDisplayName.

      • getFeatureImportance

        float getFeatureImportance()
         Output only. When given as part of a Model (always populated):
 Measurement of how much model predictions correctness on the TEST data
 depend on values in this column. A value between 0 and 1, higher means
 higher influence. These values are normalized - for all input feature
 columns of a given model they add to 1.

 When given back by Predict (populated iff
 [feature_importance
 param][google.cloud.automl.v1beta1.PredictRequest.params] is set) or Batch
 Predict (populated iff
 [feature_importance][google.cloud.automl.v1beta1.PredictRequest.params]
 param is set):
 Measurement of how impactful for the prediction returned for the given row
 the value in this column was. Specifically, the feature importance
 specifies the marginal contribution that the feature made to the prediction
 score compared to the baseline score. These values are computed using the
 Sampled Shapley method.
        float feature_importance = 3;
        Returns:
        The featureImportance.