********************************************************************* ********** Decision Tree (Radiohead) ********************************************************************* === Classifier model (full training set) === J48 pruned tree ------------------ PITCH <= 0: 1 (52.0/1.0) PITCH > 0 | PITCH <= 2 | | DURATION <= 4.75: 0 (20.0/2.0) | | DURATION > 4.75: 1 (4.0) | PITCH > 2 | | PITCH <= 7: 1 (85.0/22.0) | | PITCH > 7 | | | NUM_PITCHES <= 3 | | | | UP_NEIGHBOR <= 0: 1 (8.0/1.0) | | | | UP_NEIGHBOR > 0: 0 (8.0/2.0) | | | NUM_PITCHES > 3: 0 (11.0/1.0) Number of Leaves : 7 Size of the tree : 13 Time taken to build model: 0.03 seconds