{"rules": "
Data distribution:\n negative: 62.10% (136 instances)\n positive: 37.90% (83 instances)\n\n\nPredicted distribution:\n negative: 62.56% (137 instances)\n positive: 37.44% (82 instances)\n\n\nField importance:\n 1. Life expectancy at birth, total (years): 58.31%\n 2. Poverty headcount ratio at national poverty line (% of population): 9.42%\n 3. Improved water source (% of population with access): 8.77%\n 4. School enrollment, primary (% gross): 6.89%\n 5. Number of people who are undernourished: 4.92%\n 6. Public spending on education, total (% of GDP): 4.61%\n 7. Death rate, crude (per 1,000 people): 2.89%\n 8. School enrollment, tertiary (% gross): 2.14%\n 9. Improved sanitation facilities (% of population with access): 1.86%\n 10. School enrollment, secondary (% gross): 0.20%\n\n\nRules summary:\n\n\nnegative: (data 62.10% / prediction 62.56%) \n \u00b7 17.52%: 62.19716 < Life expectancy at birth, total (years) <= 74.04566 and Death rate, crude (per 1,000 people) > 4.3235 and Public spending on education, total (% of GDP) > 5.00576 [Confidence: 86.20%]\n\n \u00b7 13.87%: Life expectancy at birth, total (years) <= 61.02167 and 20.5 < Improved sanitation facilities (% of population with access) <= 53.5 and School enrollment, tertiary (% gross) <= 12.88026 and School enrollment, secondary (% gross) > 28.02055 [Confidence: 83.18%]\n\n \u00b7 10.95%: 72.61334 < Life expectancy at birth, total (years) <= 74.04566 and Death rate, crude (per 1,000 people) > 4.3235 and Public spending on education, total (% of GDP) <= 5.00576 [Confidence: 79.61%]\n\n \u00b7 10.22%: 62.19716 < Life expectancy at birth, total (years) <= 72.61334 and Death rate, crude (per 1,000 people) > 4.3235 and Public spending on education, total (% of GDP) <= 5.00576 [Confidence: 62.25%; impurity: 0.17%]\n\n \u00b7 8.76%: 62.19716 < Life expectancy at birth, total (years) <= 72.61334 and 4.3235 < Death rate, crude (per 1,000 people) <= 8.375 and Public spending on education, total (% of GDP) <= 5.00576 and Poverty headcount ratio at national poverty line (% of population) > 24.2 [Confidence: 75.75%]\n\n \u00b7 7.30%: 62.19716 < Life expectancy at birth, total (years) <= 74.04566 and Death rate, crude (per 1,000 people) > 4.3235 [Confidence: 83.41%; impurity: 0.08%]\n\n \u00b7 6.57%: 74.04566 < Life expectancy at birth, total (years) <= 77.13107 and School enrollment, primary (% gross) > 114.17994 [Confidence: 70.08%]\n\n \u00b7 5.11%: 74.04566 < Life expectancy at birth, total (years) <= 77.13107 and School enrollment, primary (% gross) <= 114.17994 and Improved water source (% of population with access) <= 98.06614 and Public spending on education, total (% of GDP) > 3.84043 [Confidence: 64.57%]\n\n \u00b7 3.65%: Life expectancy at birth, total (years) <= 61.02167 and Improved sanitation facilities (% of population with access) <= 53.5 and School enrollment, tertiary (% gross) <= 12.88026 and School enrollment, secondary (% gross) <= 28.02055 and 42.35 < Poverty headcount ratio at national poverty line (% of population) <= 60.75 [Confidence: 56.55%]\n\n \u00b7 2.19%: 74.04566 < Life expectancy at birth, total (years) <= 77.13107 [Confidence: 40.98%; impurity: 0.25%]\n\n \u00b7 2.19%: Life expectancy at birth, total (years) <= 61.02167 and Improved sanitation facilities (% of population with access) <= 20.5 and School enrollment, tertiary (% gross) <= 12.88026 and School enrollment, secondary (% gross) > 28.02055 and Public spending on education, total (% of GDP) <= 6.201 [Confidence: 43.85%]\n\n \u00b7 1.46%: 75.11249 < Life expectancy at birth, total (years) <= 77.13107 and School enrollment, primary (% gross) <= 114.17994 and Improved water source (% of population with access) > 98.06614 and School enrollment, secondary (% gross) <= 91.3695 and School enrollment, tertiary (% gross) > 34.39114 [Confidence: 34.24%]\n\n \u00b7 1.46%: Life expectancy at birth, total (years) <= 62.19716 and Improved sanitation facilities (% of population with access) > 53.5 and Number of people who are undernourished <= 500000 [Confidence: 34.24%]\n\n \u00b7 1.46%: Life expectancy at birth, total (years) <= 61.02167 and Improved sanitation facilities (% of population with access) <= 53.5 and School enrollment, tertiary (% gross) <= 12.88026 [Confidence: 70.62%; impurity: 0.12%]\n\n \u00b7 1.46%: Life expectancy at birth, total (years) <= 62.19716 and Improved sanitation facilities (% of population with access) <= 53.5 [Confidence: 63.30%; impurity: 0.17%]\n\n \u00b7 1.46%: 62.19716 < Life expectancy at birth, total (years) <= 72.61334 and Death rate, crude (per 1,000 people) > 4.3235 and Public spending on education, total (% of GDP) <= 5.00576 and Poverty headcount ratio at national poverty line (% of population) <= 24.2 and Number of people who are undernourished > 11000000 [Confidence: 34.24%]\n\n \u00b7 1.46%: Life expectancy at birth, total (years) > 77.13107 and School enrollment, tertiary (% gross) > 79.23902 and Improved water source (% of population with access) <= 98.5 [Confidence: 34.24%]\n\n \u00b7 0.73%: 74.04566 < Life expectancy at birth, total (years) <= 77.13107 and School enrollment, primary (% gross) <= 114.17994 and Improved water source (% of population with access) <= 98.06614 and Public spending on education, total (% of GDP) <= 2.45294 [Confidence: 20.65%]\n\n \u00b7 0.73%: 74.04566 < Life expectancy at birth, total (years) <= 77.13107 and School enrollment, primary (% gross) <= 114.17994 and Improved water source (% of population with access) <= 98.06614 [Confidence: 42.37%; impurity: 0.21%]\n\n \u00b7 0.73%: Life expectancy at birth, total (years) <= 61.02167 and Improved sanitation facilities (% of population with access) <= 20.5 and School enrollment, tertiary (% gross) <= 12.88026 and School enrollment, secondary (% gross) > 28.02055 [Confidence: 37.55%; impurity: 0.16%]\n\n \u00b7 0.73%: 62.19716 < Life expectancy at birth, total (years) <= 74.04566 and Death rate, crude (per 1,000 people) <= 3.642 [Confidence: 20.65%]\n\n\npositive: (data 37.90% / prediction 37.44%) \n \u00b7 39.02%: Life expectancy at birth, total (years) > 77.13107 and School enrollment, tertiary (% gross) <= 79.23902 [Confidence: 89.28%]\n\n \u00b7 8.54%: Life expectancy at birth, total (years) > 77.13107 and School enrollment, tertiary (% gross) > 79.23902 and Improved water source (% of population with access) > 98.5 [Confidence: 64.57%]\n\n \u00b7 6.10%: 74.04566 < Life expectancy at birth, total (years) <= 75.11249 and School enrollment, primary (% gross) <= 114.17994 and Improved water source (% of population with access) > 98.06614 [Confidence: 56.55%]\n\n \u00b7 4.88%: 74.04566 < Life expectancy at birth, total (years) <= 77.13107 and School enrollment, primary (% gross) <= 114.17994 and Improved water source (% of population with access) <= 98.06614 and 2.45294 < Public spending on education, total (% of GDP) <= 3.84043 [Confidence: 51.01%]\n\n \u00b7 4.88%: Life expectancy at birth, total (years) > 77.13107 [Confidence: 79.67%; impurity: 0.08%]\n\n \u00b7 3.66%: 75.11249 < Life expectancy at birth, total (years) <= 77.13107 and School enrollment, primary (% gross) <= 114.17994 and Improved water source (% of population with access) > 98.06614 and School enrollment, secondary (% gross) > 91.3695 [Confidence: 43.85%]\n\n \u00b7 3.66%: 74.04566 < Life expectancy at birth, total (years) <= 77.13107 and School enrollment, primary (% gross) <= 114.17994 [Confidence: 40.73%; impurity: 0.24%]\n\n \u00b7 3.66%: Life expectancy at birth, total (years) <= 62.19716 and Improved sanitation facilities (% of population with access) > 53.5 and Number of people who are undernourished > 500000 [Confidence: 43.85%]\n\n \u00b7 3.66%: Life expectancy at birth, total (years) <= 61.02167 and Improved sanitation facilities (% of population with access) <= 53.5 and School enrollment, tertiary (% gross) <= 12.88026 and School enrollment, secondary (% gross) <= 28.02055 and Poverty headcount ratio at national poverty line (% of population) > 60.75 [Confidence: 43.85%]\n\n \u00b7 3.66%: 62.19716 < Life expectancy at birth, total (years) <= 74.04566 and 3.642 < Death rate, crude (per 1,000 people) <= 4.3235 [Confidence: 43.85%]\n\n \u00b7 2.44%: Life expectancy at birth, total (years) <= 62.19716 and Improved sanitation facilities (% of population with access) > 53.5 [Confidence: 35.89%; impurity: 0.20%]\n\n \u00b7 2.44%: 61.02167 < Life expectancy at birth, total (years) <= 62.19716 and Improved sanitation facilities (% of population with access) <= 53.5 and School enrollment, tertiary (% gross) <= 12.88026 [Confidence: 34.24%]\n\n \u00b7 2.44%: Life expectancy at birth, total (years) <= 62.19716 and Improved sanitation facilities (% of population with access) <= 53.5 and School enrollment, tertiary (% gross) > 12.88026 [Confidence: 34.24%]\n\n \u00b7 2.44%: 62.19716 < Life expectancy at birth, total (years) <= 72.61334 and Death rate, crude (per 1,000 people) > 4.3235 and Public spending on education, total (% of GDP) <= 5.00576 and Poverty headcount ratio at national poverty line (% of population) <= 24.2 and Number of people who are undernourished <= 11000000 [Confidence: 34.24%]\n\n \u00b7 2.44%: 62.19716 < Life expectancy at birth, total (years) <= 72.61334 and Death rate, crude (per 1,000 people) > 4.3235 and Public spending on education, total (% of GDP) <= 5.00576 and Poverty headcount ratio at national poverty line (% of population) <= 24.2 [Confidence: 30.00%; impurity: 0.22%]\n\n \u00b7 1.22%: 75.11249 < Life expectancy at birth, total (years) <= 77.13107 and School enrollment, primary (% gross) <= 114.17994 and Improved water source (% of population with access) > 98.06614 and School enrollment, secondary (% gross) <= 91.3695 and School enrollment, tertiary (% gross) <= 34.39114 [Confidence: 20.65%]\n\n \u00b7 1.22%: Life expectancy at birth, total (years) <= 61.02167 and Improved sanitation facilities (% of population with access) <= 53.5 and School enrollment, tertiary (% gross) <= 12.88026 and School enrollment, secondary (% gross) <= 28.02055 and Poverty headcount ratio at national poverty line (% of population) <= 42.35 [Confidence: 20.65%]\n\n \u00b7 1.22%: Life expectancy at birth, total (years) <= 61.02167 and Improved sanitation facilities (% of population with access) <= 20.5 and School enrollment, tertiary (% gross) <= 12.88026 and School enrollment, secondary (% gross) > 28.02055 and Public spending on education, total (% of GDP) > 6.201 [Confidence: 20.65%]\n\n \u00b7 1.22%: 62.19716 < Life expectancy at birth, total (years) <= 72.61334 and Death rate, crude (per 1,000 people) > 8.375 and Public spending on education, total (% of GDP) <= 5.00576 and Poverty headcount ratio at national poverty line (% of population) > 24.2 [Confidence: 20.65%]\n\n \u00b7 1.22%: Life expectancy at birth, total (years) > 77.13107 and School enrollment, tertiary (% gross) > 79.23902 [Confidence: 39.68%; impurity: 0.21%]\n
", "code": 200, "formatter": "summarize"}