classification

Type Members

1. sealed trait BinaryClassificationModelsToTry extends EnumEntry with ModelsToTry

   

   Enumeration of possible classification models in Model Selector

2. sealed abstract class Impurity extends EnumEntry with Serializable

   

3. sealed trait MultiClassClassificationModelsToTry extends EnumEntry with ModelsToTry

   

   Enumeration of possible classification models in Model Selector

4. class OpDecisionTreeClassificationModel extends OpProbabilisticClassifierModel[DecisionTreeClassificationModel]

   

   Class that takes in a spark DecisionTreeClassificationModel and wraps it into an OP model which returns a Prediction feature

5. class OpDecisionTreeClassifier extends OpPredictorWrapper[DecisionTreeClassifier, DecisionTreeClassificationModel] with OpDecisionTreeClassifierParams

   

   Wrapper for spark decision tree classifier org.apache.spark.ml.classification.DecisionTreeClassifier

6. class OpGBTClassificationModel extends OpProbabilisticClassifierModel[GBTClassificationModel]

   

   Class that takes in a spark GBTClassificationModel and wraps it into an OP model which returns a Prediction feature

7. class OpGBTClassifier extends OpPredictorWrapper[GBTClassifier, GBTClassificationModel] with OpGBTClassifierParams

   

   Wrapper for spark GBT classifier org.apache.spark.ml.classification.GBTClassifier

8. class OpLinearSVC extends OpPredictorWrapper[LinearSVC, LinearSVCModel] with OpLinearSVCParams

   

   Wrapper for spark Linear SVC org.apache.spark.ml.classification.LinearSVC

9. class OpLinearSVCModel extends OpPredictorWrapperModel[LinearSVCModel]

   

   Class that takes in a spark LinearSVCModel and wraps it into an OP model which returns a Prediction feature

10. class OpLogisticRegression extends OpPredictorWrapper[LogisticRegression, LogisticRegressionModel] with OpLogisticRegressionParams

    

    Wrapper around spark ml logistic regression org.apache.spark.ml.classification.LogisticRegression

11. class OpLogisticRegressionModel extends OpProbabilisticClassifierModel[LogisticRegressionModel]

    

    Class that takes in a spark LogisticRegressionModel and wraps it into an OP model which returns a Prediction feature

12. class OpMultilayerPerceptronClassificationModel extends OpProbabilisticClassifierModel[MultilayerPerceptronClassificationModel]

    

    Class that takes in a spark MultilayerPerceptronClassificationModel and wraps it into an OP model which returns a Prediction feature

13. class OpMultilayerPerceptronClassifier extends OpPredictorWrapper[MultilayerPerceptronClassifier, MultilayerPerceptronClassificationModel] with OpMultilayerPerceptronClassifierParams

    

    Wrapper for spark MultiLayerPerceptronClassifier org.apache.spark.ml.classification.MultilayerPerceptronClassifier

14. class OpNaiveBayes extends OpPredictorWrapper[NaiveBayes, NaiveBayesModel] with OpNaiveBayesParams

    

    Wrapper for spark Naive Bayes org.apache.spark.ml.classification.NaiveBayesModel

15. class OpNaiveBayesModel extends OpProbabilisticClassifierModel[NaiveBayesModel]

    

    Class that takes in a spark NaiveBayesModel and wraps it into an OP model which returns a Prediction feature

16. class OpRandomForestClassificationModel extends OpProbabilisticClassifierModel[RandomForestClassificationModel]

    

    Class that takes in a spark RandomForestClassificationModel and wraps it into an OP model which returns a Prediction feature

17. class OpRandomForestClassifier extends OpPredictorWrapper[RandomForestClassifier, RandomForestClassificationModel] with OpRandomForestClassifierParams

    

    Wrapper for spark Random Forest Classifier org.apache.spark.ml.classification.RandomForestClassifier

18. class OpXGBoostClassificationModel extends OpProbabilisticClassifierModel[XGBoostClassificationModel]

    

    Class that takes in a spark XGBoostClassificationModel and wraps it into an OP model which returns a Prediction feature

19. class OpXGBoostClassifier extends OpPredictorWrapper[XGBoostClassifier, XGBoostClassificationModel] with OpXGBoostClassifierParams

    

    Wrapper around XGBoost classifier XGBoostClassifier