{"rules": "
Data distribution:\n 0: 80.00% (104 instances)\n 0.1: 11.54% (15 instances)\n 0.3: 3.85% (5 instances)\n 0.4: 0.77% (1 instance)\n 0.5: 1.54% (2 instances)\n 0.8: 1.54% (2 instances)\n 1: 0.77% (1 instance)\n\n\nPredicted distribution:\n 0: 80.00% (104 instances)\n 0.1: 11.54% (15 instances)\n 0.3: 3.85% (5 instances)\n 0.4: 0.77% (1 instance)\n 0.5: 1.54% (2 instances)\n 0.8: 1.54% (2 instances)\n 1: 0.77% (1 instance)\n\n\nField importance:\n 1. Bullying: 50.00%\n 2. Fights: 50.00%\n\n\nRules summary:\n\n\n0: (data 80.00% / prediction 80.00%) \n \u00b7 26.92%: Knives <= 1.85 and Fights <= 2.85 and Bullying <= 1.8 [Error: 0.00663]\n\n \u00b7 20.19%: Knives <= 1.35 and 7.8 < Fights <= 21.25 and Bullying > 1.05 [Error: 0.00804]\n\n \u00b7 8.65%: Knives <= 1.85 and 2.85 < Fights <= 7.8 and Bullying > 6.6 [Error: 0.03538]\n\n \u00b7 5.77%: Knives <= 1.85 and Fights <= 2.85 and Bullying > 2.8 [Error: 0.0361]\n\n \u00b7 4.81%: 1.85 < Knives <= 5.35 and 5.45 < Fights <= 10.8 [Error: 0.05288]\n\n \u00b7 4.81%: Knives <= 1.85 and 2.85 < Fights <= 7.8 and 1.05 < Bullying <= 2.3 [Error: 0.05899]\n\n \u00b7 4.81%: Knives <= 1.85 and 3.8 < Fights <= 4.7 and 2.3 < Bullying <= 6.6 [Error: 0.04914]\n\n \u00b7 4.81%: 2.55 < Knives <= 5.35 and 21.25 < Fights <= 60.2 [Error: 0.12955]\n\n \u00b7 2.88%: Knives <= 1.85 and 5.8 < Fights <= 7.1 and 2.3 < Bullying <= 6.6 [Error: 0.11743]\n\n \u00b7 2.88%: Knives <= 1.85 and 2.85 < Fights <= 3.8 and 4.4 < Bullying <= 5.55 [Error: 0.11743]\n\n \u00b7 1.92%: Knives > 6.35 and Bullying <= 48 [Error: 0.58153]\n\n \u00b7 1.92%: Knives <= 1.85 and 1.9 < Fights <= 2.85 and 1.8 < Bullying <= 2.8 [Error: 0.11494]\n\n \u00b7 1.92%: 1.35 < Knives <= 1.85 and 7.8 < Fights <= 11.85 and Bullying > 1.05 [Error: 0.20748]\n\n \u00b7 1.92%: Knives <= 1.85 and 2.85 < Fights <= 4.8 and Bullying <= 1.05 [Error: 0.20748]\n\n \u00b7 0.96%: 1.85 < Knives <= 5.35 and 20.15 < Fights <= 21.25 and Bullying <= 33.35 [Error: 0.2034]\n\n \u00b7 0.96%: 1.85 < Knives <= 5.35 and 10.8 < Fights <= 21.25 and Bullying > 33.35 [Error: 0.19207]\n\n \u00b7 0.96%: Knives <= 1.85 and Fights <= 1.9 and 1.8 < Bullying <= 2.1 [Error: 0.23487]\n\n \u00b7 0.96%: Knives <= 1.85 and Fights <= 0.55 and 2.1 < Bullying <= 2.8 [Error: 0.29343]\n\n \u00b7 0.96%: 2.55 < Knives <= 4.35 and Fights > 60.2 and Bullying > 35.5 [Error: 0.52676]\n\n \u00b7 0.96%: Knives <= 2.55 and 21.25 < Fights <= 21.9 [Error: 2.05398]\n\n\n0.1: (data 11.54% / prediction 11.54%) \n \u00b7 20.00%: 1.85 < Knives <= 5.35 and 10.8 < Fights <= 20.15 and Bullying <= 33.35 [Error: 0.11743]\n\n \u00b7 13.33%: Knives <= 1.85 and 0.55 < Fights <= 1.9 and 2.1 < Bullying <= 2.8 [Error: 0.20748]\n\n \u00b7 13.33%: Knives <= 1.85 and 7.1 < Fights <= 7.8 and 2.3 < Bullying <= 6.6 [Error: 0.12191]\n\n \u00b7 13.33%: Knives <= 1.85 and 2.85 < Fights <= 3.8 and 2.3 < Bullying <= 4.4 [Error: 0.12191]\n\n \u00b7 6.67%: Knives > 6.35 and Bullying > 48 and Fights <= 24.5 [Error: 1.05796]\n\n \u00b7 6.67%: Knives <= 1.85 and 5.3 < Fights <= 5.8 and 2.3 < Bullying <= 6.6 [Error: 0.2034]\n\n \u00b7 6.67%: Knives <= 1.85 and 2.85 < Fights <= 3.8 and 5.55 < Bullying <= 6.6 [Error: 0.2034]\n\n \u00b7 6.67%: 1.35 < Knives <= 1.85 and 11.85 < Fights <= 21.25 and Bullying > 1.05 [Error: 0.29343]\n\n \u00b7 6.67%: Knives <= 1.85 and 4.8 < Fights <= 6.15 and Bullying <= 1.05 [Error: 0.29343]\n\n \u00b7 6.67%: 2.55 < Knives <= 4.35 and Fights > 60.2 and Bullying <= 35.5 [Error: 0.52676]\n\n\n0.3: (data 3.85% / prediction 3.85%) Knives <= 5.35\n \u00b7 20.00%: 1.85 < Knives <= 5.35 and Fights <= 5.45 [Error: 0.21974]\n\n \u00b7 20.00%: Knives <= 1.85 and 4.7 < Fights <= 5.3 and 2.3 < Bullying <= 6.6 [Error: 0.30965]\n\n \u00b7 20.00%: Knives <= 1.85 and 6.15 < Fights <= 21.25 and Bullying <= 1.05 [Error: 0.57531]\n\n \u00b7 20.00%: 4.35 < Knives <= 5.35 and Fights > 60.2 [Error: 0.77633]\n\n \u00b7 20.00%: Knives <= 2.55 and Fights > 23.05 [Error: 2.63382]\n\n\n0.4: (data 0.77% / prediction 0.77%) Knives > 6.35 and Bullying > 48 and 24.5 < Fights <= 40.05 [Confidence: 52.68%]\n\n\n0.5: (data 1.54% / prediction 1.54%) Knives > 5.35\n \u00b7 50.00%: 5.35 < Knives <= 6.35 and Fights <= 45.9 [Error: 1.27901]\n\n \u00b7 50.00%: Knives > 6.35 and Bullying > 48 and Fights > 40.05 [Error: 0.52676]\n\n\n0.8: (data 1.54% / prediction 1.54%) \n \u00b7 50.00%: 5.35 < Knives <= 6.35 and Fights > 56.25 [Error: 1.05353]\n\n \u00b7 50.00%: Knives <= 2.55 and 21.9 < Fights <= 23.05 [Error: 2.63382]\n\n\n1: (data 0.77% / prediction 0.77%) 5.35 < Knives <= 6.35 and 45.9 < Fights <= 56.25 [Confidence: 105.35%]\n
", "code": 200, "formatter": "summarize"}