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basic doc
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Signed-off-by: Manish Amde <[email protected]>
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manishamde committed Feb 28, 2014
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This package contains the default implementation of the decision tree algorithm.

The decision tree algorithm supports:
+ information loss calculation with entropy and gini for classification and variance for regression
+ node model pruning
+ printing to dot files
+ unit tests
+ Binary classification
+ Regression
+ Information loss calculation with entropy and gini for classification and variance for regression
+ Both continuous and categorical features

#Performance testing
# Tree improvements
+ Node model pruning
+ Printing to dot files

#Future Extensions
# Future Ensemble Extensions

+ Random forests
+ Boosting
+ Extremely randomized trees
+ Extremely randomized trees

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