## Package org.apache.mahout.classifier.sgd

Class Summary
AdaptiveLogisticModelParameters
LogisticModelParameters: Encapsulates everything we need to know about a model and how it reads and vectorizes its input.
PrintResourceOrFile: Uses the same logic as TrainLogistic and RunLogistic for finding an input, but instead of processing the input, this class just prints the input to standard out.
RunAdaptiveLogistic
RunLogistic
SGDHelper
SimpleCsvExamples: Shows how different encoding choices can make big speed differences.
TestASFEmail: Run the ASF email, as trained by TrainASFEmail
TestNewsGroups: Run the 20 news groups test data through SGD, as trained by `TrainNewsGroups`.
TrainAdaptiveLogistic
TrainASFEmail
TrainLogistic: Train a logistic regression for the examples from Chapter 13 of Mahout in Action
TrainNewsGroups: Reads and trains an adaptive logistic regression model on the 20 newsgroups data.
ValidateAdaptiveLogistic

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