Software

Programs for machine learning, etc.




Pyriel-1.5.tar.gz

Python implementation of the PRIE rule learning system described in PRIE: A System for Generating Rulelists to Maximize ROC Performance
ROC_algs-1.1.tar.gz
ROC algorithms described in the paper ROC Graphs: Notes and Practical Considerations for Researchers
ROCCH-2.2.tar.gz
Perl programs for constructing the ROC Convex Hull
rename_papers
Perl script to rename PDF files based on the title found within each paper
ROC_from_c4.5
Simple Perl script to generate an ROC curve from a C4.5 tree
Statistics::LTU
Perl module to do linear threshold unit learning and testing
AI::Calibrate
Perl module to do classifier calibration based on the Pool Adjacent Violators algorithm
generate_test_patterns
Program to generate example sets from two-dimensional patterns with varying degrees of complexity (linear, axis parallel, parabola, disjunctive, etc.)  
Used in the paper Data Mining with Cellular Automata.
draw_tree_lines
Program to generate the decision surfaces created by a decision tree on a two-dimensional input problem. Works with output from both C4.5 and J48 (Weka) programs.




More software to be released as I get it tested and cleaned... Document made with KompoZer