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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: