Package org.apache.mahout.classifier.sgd

Class Summary

Class	Description
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