classification

Type Members

1. trait ClassificationModel extends Serializable

   :: Experimental :: Represents a classification model that predicts to which of a set of categories an example belongs.

2. class LogisticRegressionModel extends GeneralizedLinearModel with ClassificationModel with Serializable

   Classification model trained using Logistic Regression.

3. class LogisticRegressionWithLBFGS extends GeneralizedLinearAlgorithm[LogisticRegressionModel] with Serializable

   Train a classification model for Logistic Regression using Limited-memory BFGS.

4. class LogisticRegressionWithSGD extends GeneralizedLinearAlgorithm[LogisticRegressionModel] with Serializable

   Train a classification model for Logistic Regression using Stochastic Gradient Descent.

5. class NaiveBayes extends Serializable with Logging

   Trains a Naive Bayes model given an RDD of (label, features) pairs.

6. class NaiveBayesModel extends ClassificationModel with Serializable

   Model for Naive Bayes Classifiers.

7. class SVMModel extends GeneralizedLinearModel with ClassificationModel with Serializable

   Model for Support Vector Machines (SVMs).

8. class SVMWithSGD extends GeneralizedLinearAlgorithm[SVMModel] with Serializable

   Train a Support Vector Machine (SVM) using Stochastic Gradient Descent.