FeaturesType
- Type of input features. E.g., Vector
E
- Concrete Estimator typeM
- Concrete Model typepublic abstract class ProbabilisticClassifier<FeaturesType,E extends ProbabilisticClassifier<FeaturesType,E,M>,M extends ProbabilisticClassificationModel<FeaturesType,M>> extends Classifier<FeaturesType,E,M> implements ProbabilisticClassifierParams
Single-label binary or multiclass classifier which can output class conditional probabilities.
Constructor and Description |
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ProbabilisticClassifier() |
Modifier and Type | Method and Description |
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E |
setProbabilityCol(String value) |
E |
setThresholds(double[] value) |
setRawPredictionCol
copy, fit, setFeaturesCol, setLabelCol, setPredictionCol, transformSchema
equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait
validateAndTransformSchema
getLabelCol, labelCol
featuresCol, getFeaturesCol
getPredictionCol, predictionCol
clear, copy, copyValues, defaultCopy, defaultParamMap, explainParam, explainParams, extractParamMap, extractParamMap, get, getDefault, getOrDefault, getParam, hasDefault, hasParam, isDefined, isSet, paramMap, params, set, set, set, setDefault, setDefault, shouldOwn
toString, uid
getRawPredictionCol, rawPredictionCol
getProbabilityCol, probabilityCol
getThresholds, thresholds
initializeLogging, initializeLogIfNecessary, initializeLogIfNecessary, isTraceEnabled, log_, log, logDebug, logDebug, logError, logError, logInfo, logInfo, logName, logTrace, logTrace, logWarning, logWarning