Modules
A Perl module for decision-tree based classification of multidimensional data.
Provides
in lib/Algorithm/BoostedDecisionTree.pm
in lib/Algorithm/DecisionTreeWithBagging.pm
in lib/Algorithm/RandomizedTreesForBigData.pm
in lib/Algorithm/RegressionTree.pm
in lib/Algorithm/DecisionTree.pm
in lib/Algorithm/DecisionTree.pm
in lib/Algorithm/DecisionTree.pm
in lib/Algorithm/RegressionTree.pm
in lib/Algorithm/DecisionTree.pm
in lib/Algorithm/DecisionTree.pm
Examples
- Examples/README
- Examples/classify_by_asking_questions.pl
- Examples/classify_test_data_in_a_file.pl
- Examples/construct_dt_and_classify_one_sample_case1.pl
- Examples/construct_dt_and_classify_one_sample_case2.pl
- Examples/construct_dt_and_classify_one_sample_case3.pl
- Examples/construct_dt_and_classify_one_sample_case4.pl
- Examples/construct_dt_for_heavytailed.pl
- Examples/evaluate_training_data1.pl
- Examples/evaluate_training_data2.pl
- Examples/generate_training_data_numeric.pl
- Examples/generate_training_data_symbolic.pl
- Examples/get_indexes_associated_with_fields.pl
- Examples/heavytailed.csv
- Examples/introspection_in_a_loop_interactive.pl
- Examples/introspection_show_training_samples_at_all_nodes_direct_influence.pl
- Examples/introspection_show_training_samples_to_nodes_influence_propagation.pl
- Examples/out.txt
- Examples/out4.csv
- Examples/param_numeric.txt
- Examples/param_numeric_extremely_overlapping_classes.txt
- Examples/param_numeric_strongly_overlapping_classes.txt
- Examples/param_symbolic.txt
- Examples/stage3cancer.csv
- Examples/test4.csv
- Examples/test4_no_class_labels.csv
- Examples/training.csv
- Examples/training2.csv
- Examples/training3.csv
- Examples/training4.csv
- Examples/training_symbolic.csv