babz
babz

Reputation: 41

Incremental classification of SVM or any classifier in SPARK

Is there any way to perform incremental classification of any classifier in Spark / MLlib ? What I want is to retrain existing model with new data set. New data set can come at any time and i would like to add it in already trained classifier.

Upvotes: 1

Views: 279

Answers (1)

R M
R M

Reputation: 56

Yes, Spark provides StreamingLogisticRegressionWithSGD in spark.mllib package with which you can train or predict a logistic regression model on streaming data. For further details please refer spark documentation.

Upvotes: 1

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