More work on classification
MOre work on classifier
Ugh
More work on classifier
More work on classifier
More work on classifier
Added character based classifier
Fixed the overfit problem?
Trying to correct for overfitting
More work on sequence classifier
More work on sequence classifier
New sequence classifier
More objective function fun...
This objective function stuff is tricky
More work on objective function
More work on objective function
More work on objective function
More changes to objective function
Updates to seq classifier
Update to objective function and test code
More changes to the objective function
New objective function
More tinkering with objective function
Another update to sequence classifier
Yet another model builder
Yet another objective function
Removed weighting from fitness function
More tinkering with sequence classifier's objective function
New scoring function for sequence classification
Another sequence classifier
Performance improvements for addTimeSeries and seq_probabilies in the mask class
Speedup of addTimeSeries
Looking for a good objective function
Code cleanup in classifiers
Forgot to add a source file
New sequence classification method
Update to classification example
Cleanup of classifier example
Fixed problem with reject rate calculation
Change in token selection
Update to seq classification example to use new token selector
More work on sequence classifier
Update to text classification method
Ugh
Fixed missing input error in Automaton
Small performance improvements (?) and updates to examples
Added ability to save models
Work on seq classification example
Performance improvements to speedup automaton parameter search
Added hill climbing procedure for optimizing automaton
Performance improvements for calculating sequence probabilities given using an automaton
More work on evolutionary algorithm
Update to evolutionary search algorithm
Added capability to add a hidden state to a mask
Update to split function to keep obervation counts
Code cleanup and added save at improvements to the genetic algorithm
Code cleanup
Working(?) text classification system added to the examples
Added text classification example
Added functionaliy for calculating sequence log likelihoods
Updates for more easily building binary classifiers
Put negative examples back into classifier
Report Q for false positive
Forgot trainer
Removed defunct java files from hmm
Reintroduced negative examples. Thes appear to help with some text classification tasks
Added parallel for loop to text classification test
Removed ill advised negative training
More numerically robust test for relevance
Eliminated estimate of P(s) from P(C|s) calculation
Text classification using string likelihood with uncertainty measure
Classification using likelihood of strings
New tree building strategy looks at prevelance of substrings
Stop classifier scoring at first point of certainty in a string
Test accepts test or train argument
Changed score to average error per string
Mistake in test.cpp to pick wrong file for testing
Changed word file name
New error function that favors reduction of larger contributors first
Training base on a more 'rational' objective function
Fixed problem in test code that cause report of zero FP'
Added example application that classifies reuters articles
Improved training for classifiers
Remove MPI C++ bindings from test cases
Remove C++ MPI bindings
Added traiiner for classification
Fixed bug in MPI code
Alterate writes to file so premature end doesn't corrupt solution
Added mpi support
Forget a file
Improved(?) evolution
Performance improvements
Changed mutation rule
Pulled out log likelihood function
Option to create filename and some convergence improvements
Code cleanup
Added error checking for score function
More performance improvements
More work on speedup
Continuing with performance improvements