Class DataStreamParams.Config.TabularRegressionData
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public final class DataStreamParams.Config.TabularRegressionData
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Nested Class Summary
Nested Classes Modifier and Type Class Description public final classDataStreamParams.Config.TabularRegressionData.BuilderA builder for TabularRegressionData.
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Method Summary
Modifier and Type Method Description final Optional<List<String>>categoricalFeatureNames()Array with the names of all categorical features in the dataset. final Optional<List<String>>featureNames()Array with all input feature names. final Optional<String>inferenceIdColumnName()Name of the column with the inference ids. final Optional<String>latencyColumnName()Name of the column with the latencies. final JsonValue_metadata()Object with metadata. final Optional<String>predictionsColumnName()Name of the column with the model's predictions. final Optional<String>targetColumnName()Name of the column with the targets (ground truth values). final Optional<String>timestampColumnName()Name of the column with the timestamps. final JsonField<List<String>>_categoricalFeatureNames()Returns the raw JSON value of categoricalFeatureNames. final JsonField<List<String>>_featureNames()Returns the raw JSON value of featureNames. final JsonField<String>_inferenceIdColumnName()Returns the raw JSON value of inferenceIdColumnName. final JsonField<String>_latencyColumnName()Returns the raw JSON value of latencyColumnName. final JsonField<String>_predictionsColumnName()Returns the raw JSON value of predictionsColumnName. final JsonField<String>_targetColumnName()Returns the raw JSON value of targetColumnName. final JsonField<String>_timestampColumnName()Returns the raw JSON value of timestampColumnName. final Map<String, JsonValue>_additionalProperties()final DataStreamParams.Config.TabularRegressionData.BuildertoBuilder()final DataStreamParams.Config.TabularRegressionDatavalidate()final BooleanisValid()Booleanequals(Object other)IntegerhashCode()StringtoString()final static DataStreamParams.Config.TabularRegressionData.Builderbuilder()Returns a mutable builder for constructing an instance of TabularRegressionData. -
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Method Detail
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categoricalFeatureNames
final Optional<List<String>> categoricalFeatureNames()
Array with the names of all categorical features in the dataset. E.g. "Gender", "Geography".
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featureNames
final Optional<List<String>> featureNames()
Array with all input feature names.
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inferenceIdColumnName
final Optional<String> inferenceIdColumnName()
Name of the column with the inference ids. This is useful if you want to update rows at a later point in time. If not provided, a unique id is generated by Openlayer.
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latencyColumnName
final Optional<String> latencyColumnName()
Name of the column with the latencies.
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predictionsColumnName
final Optional<String> predictionsColumnName()
Name of the column with the model's predictions.
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targetColumnName
final Optional<String> targetColumnName()
Name of the column with the targets (ground truth values).
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timestampColumnName
final Optional<String> timestampColumnName()
Name of the column with the timestamps. Timestamps must be in UNIX sec format. If not provided, the upload timestamp is used.
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_categoricalFeatureNames
final JsonField<List<String>> _categoricalFeatureNames()
Returns the raw JSON value of categoricalFeatureNames.
Unlike categoricalFeatureNames, this method doesn't throw if the JSON field has an unexpected type.
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_featureNames
final JsonField<List<String>> _featureNames()
Returns the raw JSON value of featureNames.
Unlike featureNames, this method doesn't throw if the JSON field has an unexpected type.
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_inferenceIdColumnName
final JsonField<String> _inferenceIdColumnName()
Returns the raw JSON value of inferenceIdColumnName.
Unlike inferenceIdColumnName, this method doesn't throw if the JSON field has an unexpected type.
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_latencyColumnName
final JsonField<String> _latencyColumnName()
Returns the raw JSON value of latencyColumnName.
Unlike latencyColumnName, this method doesn't throw if the JSON field has an unexpected type.
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_predictionsColumnName
final JsonField<String> _predictionsColumnName()
Returns the raw JSON value of predictionsColumnName.
Unlike predictionsColumnName, this method doesn't throw if the JSON field has an unexpected type.
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_targetColumnName
final JsonField<String> _targetColumnName()
Returns the raw JSON value of targetColumnName.
Unlike targetColumnName, this method doesn't throw if the JSON field has an unexpected type.
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_timestampColumnName
final JsonField<String> _timestampColumnName()
Returns the raw JSON value of timestampColumnName.
Unlike timestampColumnName, this method doesn't throw if the JSON field has an unexpected type.
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_additionalProperties
final Map<String, JsonValue> _additionalProperties()
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toBuilder
final DataStreamParams.Config.TabularRegressionData.Builder toBuilder()
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validate
final DataStreamParams.Config.TabularRegressionData validate()
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builder
final static DataStreamParams.Config.TabularRegressionData.Builder builder()
Returns a mutable builder for constructing an instance of TabularRegressionData.
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