********************************************************************* ********** Decision Tree (Green Day) ********************************************************************* === Classifier model (full training set) === J48 pruned tree ------------------ NUM_PITCHES <= 1 | STRONG_BEAT_4 <= 0: 1 (9.0) | STRONG_BEAT_4 > 0: 0 (7.0/2.0) NUM_PITCHES > 1 | ITS_THIRD <= 0 | | PITCH <= 0 | | | PHRASE_POSITION <= 0 | | | | STRONG_BEAT_2 <= 0: 0 (2.0) | | | | STRONG_BEAT_2 > 0: 1 (2.0) | | | PHRASE_POSITION > 0: 1 (14.0/2.0) | | PITCH > 0 | | | BEAT_4 <= 0 | | | | PITCH <= 9 | | | | | STRONG_BEAT_1 <= 0 | | | | | | DURATION <= 2 | | | | | | | ITS_FIFTH <= 0 | | | | | | | | PITCH <= 7 | | | | | | | | | ODD_EVEN_PHRASE <= 0 | | | | | | | | | | UP_NEIGHBOR <= 0 | | | | | | | | | | | LOW_NEIGHBOR <= 0: 1 (8.0/1.0) | | | | | | | | | | | LOW_NEIGHBOR > 0 | | | | | | | | | | | | STRONG_BEAT_4 <= 0: 0 (4.0) | | | | | | | | | | | | STRONG_BEAT_4 > 0: 1 (5.0/2.0) | | | | | | | | | | UP_NEIGHBOR > 0 | | | | | | | | | | | DURATION <= 1.75: 0 (13.0) | | | | | | | | | | | DURATION > 1.75: 1 (2.0) | | | | | | | | | ODD_EVEN_PHRASE > 0 | | | | | | | | | | UP_NEIGHBOR <= 0: 0 (12.0) | | | | | | | | | | UP_NEIGHBOR > 0 | | | | | | | | | | | LOW_NEIGHBOR <= 0: 0 (6.0/1.0) | | | | | | | | | | | LOW_NEIGHBOR > 0: 1 (4.0/1.0) | | | | | | | | PITCH > 7: 1 (3.0) | | | | | | | ITS_FIFTH > 0: 1 (4.0/1.0) | | | | | | DURATION > 2: 1 (9.0/1.0) | | | | | STRONG_BEAT_1 > 0 | | | | | | PITCH <= 5 | | | | | | | STRONG_BEAT_4 <= 0: 1 (4.0/1.0) | | | | | | | STRONG_BEAT_4 > 0: 0 (2.0) | | | | | | PITCH > 5: 0 (8.0) | | | | PITCH > 9: 0 (5.0) | | | BEAT_4 > 0: 0 (34.0/4.0) | ITS_THIRD > 0 | | STRONG_BEAT_4 <= 0 | | | BEAT_2 <= 0: 1 (10.0/3.0) | | | BEAT_2 > 0: 0 (11.0/1.0) | | STRONG_BEAT_4 > 0 | | | PHRASE_POSITION <= 0: 1 (3.0) | | | PHRASE_POSITION > 0 | | | | PITCH <= 0: 0 (2.0) | | | | PITCH > 0: 1 (7.0/1.0) Number of Leaves : 26 Size of the tree : 51 Time taken to build model: 0.05 seconds