org.apache.spark.ml.classification

Interface LogisticRegressionParams

All Superinterfaces:

HasFeaturesCol, HasLabelCol, HasMaxIter, HasPredictionCol, HasRegParam, HasScoreCol, HasThreshold, Identifiable, Params, java.io.Serializable

All Known Implementing Classes:

LogisticRegression, LogisticRegressionModel

public interface LogisticRegressionParams
extends Params, HasRegParam, HasMaxIter, HasLabelCol, HasThreshold, HasFeaturesCol, HasScoreCol, HasPredictionCol

:: AlphaComponent :: Params for logistic regression.

Method Summary

Methods

Modifier and Type	Method and Description
org.apache.spark.sql.catalyst.types.StructType	validateAndTransformSchema(org.apache.spark.sql.catalyst.types.StructType schema, ParamMap paramMap, boolean fitting) Validates and transforms the input schema with the provided param map.

Methods inherited from interface org.apache.spark.ml.param.HasRegParam

getRegParam, regParam

Methods inherited from interface org.apache.spark.ml.param.HasMaxIter

getMaxIter, maxIter

Methods inherited from interface org.apache.spark.ml.param.HasLabelCol

getLabelCol, labelCol

Methods inherited from interface org.apache.spark.ml.param.HasThreshold

getThreshold, threshold

Methods inherited from interface org.apache.spark.ml.param.HasFeaturesCol

featuresCol, getFeaturesCol

Methods inherited from interface org.apache.spark.ml.param.HasScoreCol

getScoreCol, scoreCol

Methods inherited from interface org.apache.spark.ml.param.HasPredictionCol

getPredictionCol, predictionCol

Methods inherited from interface org.apache.spark.ml.param.Params

explainParams, get, getParam, isSet, paramMap, params, set, validate, validate

Methods inherited from interface org.apache.spark.ml.Identifiable

uid

Method Detail

validateAndTransformSchema

org.apache.spark.sql.catalyst.types.StructType validateAndTransformSchema(org.apache.spark.sql.catalyst.types.StructType schema,
                                                                        ParamMap paramMap,
                                                                        boolean fitting)

Validates and transforms the input schema with the provided param map.

Parameters:

schema - input schema

paramMap - additional parameters

fitting - whether this is in fitting

Returns:

output schema