{ "feature_names": [ "voice", "genre", "style", "time_signature", "beat_type", "nearest_subdiv", "phase_beat", "phase_bar", "sin_beat", "cos_beat", "sin_bar", "cos_bar", "swing_ratio", "log_time_to_prev", "log_time_to_next", "log_same_voice_prev", "log_same_voice_next", "simult_count", "density_1beat", "bpm", "simult_kick", "simult_snare", "simult_snare-accent", "simult_side-stick", "simult_closed-hh", "simult_closed-hh-edge", "simult_pedal-hh", "simult_open-hh", "simult_ride", "simult_ride-bell", "simult_tom", "simult_crash", "simult_aux-cymbal", "simult_aux-perc" ], "categorical_features": [ "voice", "genre", "style", "time_signature", "beat_type", "nearest_subdiv" ], "categorical_levels": { "voice": [ "aux-cymbal", "aux-perc", "closed-hh", "closed-hh-edge", "crash", "kick", "open-hh", "pedal-hh", "ride", "ride-bell", "side-stick", "snare", "snare-accent", "tom" ], "genre": [ "afrobeat", "afrocuban", "blues", "country", "dance", "funk", "gospel", "hiphop", "jazz", "latin", "middleeastern", "neworleans", "pop", "punk", "reggae", "rock", "soul" ], "style": [ "afrobeat", "afrocuban", "afrocuban/bembe", "afrocuban/calypso", "afrocuban/rhumba", "blues/shuffle", "country", "dance/breakbeat", "dance/disco", "funk", "funk/fast", "funk/latin", "funk/purdieshuffle", "funk/rock", "gospel", "hiphop", "jazz", "jazz/fast", "jazz/funk", "jazz/fusion", "jazz/klezmer", "jazz/linear", "jazz/march", "jazz/mediumfast", "jazz/swing", "latin", "latin/ando", "latin/brazilian", "latin/brazilian-baiao", "latin/brazilian-bossa", "latin/brazilian-ijexa", "latin/brazilian-maracatu", "latin/brazilian-samba", "latin/brazilian-sambareggae", "latin/brazilian-songo", "latin/chacarera", "latin/dominican-merengue", "latin/merengue", "latin/reggaeton", "latin/samba", "latin/venezuelan-merengue", "latin/venezuelan-sangueo", "middleeastern", "neworleans/chacha", "neworleans/funk", "neworleans/secondline", "neworleans/shuffle", "pop", "pop/soft", "punk", "reggae", "reggae/slow", "rock", "rock/folk", "rock/halftime", "rock/indie", "rock/prog", "rock/rockabilly", "rock/shuffle", "soul", "soul/motown" ], "time_signature": [ "3-4", "4-4", "5-4", "5-8", "6-8" ], "beat_type": [ "beat", "fill" ], "nearest_subdiv": [ "16th", "32nd", "8th", "8th-triplet", "quintuplet" ] }, "best_iteration": 206, "note": "Build the feature vector in feature_names order; pass each categorical as its index in categorical_levels[col]." }