{"rules": "
Data distribution:\n 32: 5.45% (3 instances)\n 34: 27.27% (15 instances)\n 35: 23.64% (13 instances)\n 36: 29.09% (16 instances)\n 37: 3.64% (2 instances)\n 38: 9.09% (5 instances)\n 39: 1.82% (1 instance)\n\n\nPredicted distribution:\n 32: 5.45% (3 instances)\n 34: 27.27% (15 instances)\n 35: 23.64% (13 instances)\n 36: 29.09% (16 instances)\n 37: 3.64% (2 instances)\n 38: 9.09% (5 instances)\n 39: 1.82% (1 instance)\n\n\n\n\nRules summary:\n\n\n32: (data 5.45% / prediction 5.45%) Hips <= 35.5\n \u00b7 66.67%: Hips <= 35.5 and Age at PMOY > 26 and Weight <= 113.25\n\n \u00b7 33.33%: Hips <= 35.5 and 23 < Age at PMOY <= 25 and Weight <= 113.5 and Waist <= 23.5\n\n\n34: (data 27.27% / prediction 27.27%) \n \u00b7 33.33%: Hips <= 35.5 and Age at PMOY <= 26 and Weight <= 118.5 and Waist > 23.5 and Height <= 66.5\n\n \u00b7 20.00%: Hips <= 35.5 and 26 < Age at PMOY <= 32 and Weight > 113.25\n\n \u00b7 20.00%: Hips <= 35.5 and Age at PMOY <= 23 and Weight <= 107.5 and Waist <= 22.5 and Height > 62.5\n\n \u00b7 6.67%: 35.5 < Hips <= 37.5 and Waist > 22.5 and Height > 69.5 and 129 < Weight <= 134.5 \n\n \u00b7 6.67%: Hips <= 35.5 and 23 < Age at PMOY <= 26 and Weight > 125.5\n\n \u00b7 6.67%: 30.5 < Hips <= 35.5 and Age at PMOY <= 26 and Weight <= 118.5 and Waist > 23.5 and Height > 68.5\n\n \u00b7 6.67%: Hips <= 30.5 and Age at PMOY <= 26 and Weight <= 118.5 and Waist > 23.5 and Height > 66.5\n\n\n35: (data 23.64% / prediction 23.64%) \n \u00b7 23.08%: 35.5 < Hips <= 37.5 and Waist > 22.5 and Height <= 66.5 and 113 < Weight <= 116 \n\n \u00b7 15.38%: Hips <= 35.5 and 22 < Age at PMOY <= 23 and Weight > 125.5\n\n \u00b7 7.69%: 35.5 < Hips <= 37.5 and Waist > 22.5 and Height > 69.5 and Weight > 134.5\n\n \u00b7 7.69%: 35.5 < Hips <= 37.5 and Waist > 22.5 and Height <= 66.5 and 117.5 < Weight <= 127.5 \n\n \u00b7 7.69%: Hips <= 35.5 and Age at PMOY > 32 and Weight > 113.25\n\n \u00b7 7.69%: 30.5 < Hips <= 35.5 and Age at PMOY <= 26 and Weight <= 118.5 and Waist > 23.5 and 66.5 < Height <= 67.5 \n\n \u00b7 7.69%: Hips <= 35.5 and 23 < Age at PMOY <= 25 and 113.5 < Weight <= 116.5 and Waist <= 23.5\n\n \u00b7 7.69%: Hips <= 35.5 and Age at PMOY <= 23 and 107.5 < Weight <= 116.5 and Waist <= 23.5 and Height <= 64.5\n\n \u00b7 7.69%: Hips <= 35.5 and Age at PMOY <= 23 and Weight <= 107.5 and 22.5 < Waist <= 23.5 and Height > 62.5\n\n \u00b7 7.69%: Hips <= 35.5 and Age at PMOY <= 23 and 104 < Weight <= 107.5 and Waist <= 23.5 and Height <= 62.5\n\n\n36: (data 29.09% / prediction 29.09%) \n \u00b7 25.00%: 35.5 < Hips <= 37.5 and Waist > 22.5 and 66.5 < Height <= 69.5 and 121 < Weight <= 127.5 \n\n \u00b7 12.50%: Hips <= 35.5 and 22 < Age at PMOY <= 26 and 118.5 < Weight <= 125.5 \n\n \u00b7 12.50%: Hips <= 35.5 and Age at PMOY <= 23 and 107.5 < Weight <= 116.5 and Waist <= 23.5 and Height > 64.5\n\n \u00b7 6.25%: 35.5 < Hips <= 37.5 and Waist > 22.5 and Height > 69.5 and Weight <= 129\n\n \u00b7 6.25%: 35.5 < Hips <= 37.5 and Waist > 22.5 and 66.5 < Height <= 69.5 and 113 < Weight <= 121 and Age at PMOY > 22\n\n \u00b7 6.25%: 35.5 < Hips <= 37.5 and Waist > 22.5 and Height <= 66.5 and 116 < Weight <= 117.5 \n\n \u00b7 6.25%: 35.5 < Hips <= 36.5 and Waist > 22.5 and Height <= 69.5 and Weight <= 113\n\n \u00b7 6.25%: Hips <= 35.5 and Age at PMOY <= 22 and Weight > 125.5\n\n \u00b7 6.25%: 30.5 < Hips <= 35.5 and Age at PMOY <= 26 and Weight <= 118.5 and Waist > 23.5 and 67.5 < Height <= 68.5 \n\n \u00b7 6.25%: Hips <= 35.5 and 25 < Age at PMOY <= 26 and Weight <= 116.5 and Waist <= 23.5\n\n \u00b7 6.25%: Hips <= 35.5 and Age at PMOY <= 23 and Weight <= 104 and Waist <= 23.5 and Height <= 62.5\n\n\n37: (data 3.64% / prediction 3.64%) \n \u00b7 50.00%: 35.5 < Hips <= 37.5 and Waist > 22.5 and 66.5 < Height <= 69.5 and 113 < Weight <= 121 and Age at PMOY <= 22\n\n \u00b7 50.00%: Hips <= 35.5 and Age at PMOY <= 26 and 116.5 < Weight <= 118.5 and Waist <= 23.5\n\n\n38: (data 9.09% / prediction 9.09%) \n \u00b7 40.00%: Hips > 35.5 and Waist <= 22.5\n\n \u00b7 20.00%: Hips > 37.5 and Waist > 22.5\n\n \u00b7 20.00%: 36.5 < Hips <= 37.5 and Waist > 22.5 and Height <= 69.5 and Weight <= 113\n\n \u00b7 20.00%: Hips <= 35.5 and Age at PMOY <= 22 and 118.5 < Weight <= 125.5 \n\n\n39: (data 1.82% / prediction 1.82%) 35.5 < Hips <= 37.5 and Waist > 22.5 and Height <= 69.5 and Weight > 127.5\n
", "code": 200, "formatter": "summarize"}