DECISION TREE

Machine learning project striving towards music genre classification using decision trees

Music song annotations collected and aggregrated from SALAMI music database

Features:

• cross-validation batch evaluation
• pre-pruning options
• post-pruning options
• persistent color-coordinated graphical visualization
• small scripts to aggregrate, manage, and evaluate data
• iPython example notebooks
• brief report on methodology and results

Dependencies:

• pandas
• pydot
• iPython (if using notebooks)