Package SVM

Executing SVM, and functions to test/benchmark SVM capability

See:
          Description

Interface Summary
SVMTestable  
SVMTrainable  
 

Class Summary
ActiveLearning Class used for testing the possibility of active learning in forming the training set
This class is not used in the final release.
BenchmarkTest Provides either home-brewed crossfold validation or one-out validation
BootStrapper Lets us grow the training file in a semi-supervised fashion.
ClassifySet This class will classify a set via SVM based on the input.txt training set
Will only read the results and will not change anything
ConsistencyTest Will check a list of known files against their predicted classifications and produces HTML and .txt output to allow a human to check over the quality of the results.
SVMBenchmark  
SVMManager Lots of functions for conducting the SVM.
 

Exception Summary
SVMException Used to indicate an error during the SVM process
This exception was created to be caught by AutoPilot
 

Package SVM Description

Executing SVM, and functions to test/benchmark SVM capability