{"rules": "
Data distribution:\n Masonry: 25.27% (9257 instances)\n Reinforced Concrete: 3.55% (1299 instances)\n Reinforced Masonry: 11.53% (4225 instances)\n Steel Frame: 0.74% (272 instances)\n Wood: 58.91% (21581 instances)\n\n\nPredicted distribution:\n Masonry: 25.27% (9257 instances)\n Reinforced Concrete: 3.55% (1299 instances)\n Reinforced Masonry: 11.53% (4225 instances)\n Steel Frame: 0.74% (272 instances)\n Wood: 58.91% (21581 instances)\n\n\nField importance:\n 1. line: 55.38%\n 2. tiv_2011: 33.77%\n 3. hu_site_limit: 10.85%\n\n\nRules summary:\n\n\nMasonry: (data 25.27% / prediction 25.27%) line = Residential\n \u00b7 89.23%: line = Residential and hu_site_limit > 411985.00761 [Confidence: 99.95%]\n\n \u00b7 8.97%: line = Residential and 358192.30429 < hu_site_limit <= 411985.00761 and tiv_2011 > 361240.85822 [Confidence: 99.54%]\n\n \u00b7 1.39%: line = Residential and hu_site_limit <= 358192.30429 and tiv_2011 > 370874.43141 [Confidence: 97.11%]\n\n \u00b7 0.32%: line = Residential and 358192.30429 < hu_site_limit <= 411985.00761 and 359986.95 < tiv_2011 <= 361240.85822 [Confidence: 88.65%]\n\n \u00b7 0.09%: line = Residential and hu_site_limit <= 358192.30429 and 358981.80467 < tiv_2011 <= 370874.43141 [Confidence: 67.56%]\n\n\nReinforced Concrete: (data 3.55% / prediction 3.55%) line != Residential\n \u00b7 87.84%: line != Residential and 9682315.60606 < tiv_2011 <= 30722901.7534 [Confidence: 99.66%]\n\n \u00b7 7.78%: line != Residential and 8995490.93 < tiv_2011 <= 9682315.60606 [Confidence: 96.34%]\n\n \u00b7 4.39%: line != Residential and 30722901.7534 < tiv_2011 <= 36077727.2727 and hu_site_limit <= 41906954.7987 [Confidence: 93.69%]\n\n\nReinforced Masonry: (data 11.53% / prediction 11.53%) line != Residential and tiv_2011 <= 30722901.7534\n \u00b7 99.64%: line != Residential and tiv_2011 <= 8902284.40709 [Confidence: 99.91%]\n\n \u00b7 0.36%: line != Residential and 8902284.40709 < tiv_2011 <= 8995490.93 [Confidence: 79.61%]\n\n\nSteel Frame: (data 0.74% / prediction 0.74%) line != Residential and tiv_2011 > 30722901.7534\n \u00b7 75.74%: line != Residential and tiv_2011 > 30722901.7534 and hu_site_limit > 41906954.7987 [Confidence: 98.17%]\n\n \u00b7 24.26%: line != Residential and tiv_2011 > 36077727.2727 and hu_site_limit <= 41906954.7987 [Confidence: 94.50%]\n\n\nWood: (data 58.91% / prediction 58.91%) line = Residential\n \u00b7 99.11%: line = Residential and hu_site_limit <= 358192.30429 and tiv_2011 <= 347729.87017 [Confidence: 99.98%]\n\n \u00b7 0.79%: line = Residential and hu_site_limit <= 358192.30429 and 347729.87017 < tiv_2011 <= 358981.80467 [Confidence: 97.80%]\n\n \u00b7 0.10%: line = Residential and 358192.30429 < hu_site_limit <= 411985.00761 and tiv_2011 <= 359986.95 [Confidence: 85.13%]\n
", "code": 200, "formatter": "summarize"}