38 lines
1.6 KiB
Python
38 lines
1.6 KiB
Python
def findDecision(obj): #obj[0]: Size(bigger_more_difficult), obj[1]: Year(older_more_difficult), obj[2]: Protection_from_defuse, obj[3]: Meters_under_the_ground, obj[4]: Random_detonation_chance, obj[5]: Detonation_power_in_m
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# {"feature": "Random_detonation_chance", "instances": 200, "metric_value": 0.9965, "depth": 1}
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if obj[4]<=80.67436609605278:
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# {"feature": "Protection_from_defuse", "instances": 161, "metric_value": 0.9204, "depth": 2}
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if obj[2]<=0:
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# {"feature": "Meters_under_the_ground", "instances": 135, "metric_value": 0.7365, "depth": 3}
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if obj[3]<=7:
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# {"feature": "Year(older_more_difficult)", "instances": 116, "metric_value": 0.3936, "depth": 4}
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if obj[1]<=1997.8794790831414:
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# {"feature": "Detonation_power_in_m", "instances": 97, "metric_value": 0.4457, "depth": 5}
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if obj[5]<=2:
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# {"feature": "Size(bigger_more_difficult)", "instances": 65, "metric_value": 0.3335, "depth": 6}
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if obj[0]>3:
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return 'defuse'
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elif obj[0]<=3:
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return 'defuse'
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else: return 'defuse'
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elif obj[5]>2:
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# {"feature": "Size(bigger_more_difficult)", "instances": 32, "metric_value": 0.6253, "depth": 6}
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if obj[0]<=7:
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return 'defuse'
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elif obj[0]>7:
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return 'defuse'
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else: return 'defuse'
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else: return 'defuse'
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elif obj[1]>1997.8794790831414:
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return 'defuse'
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else: return 'defuse'
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elif obj[3]>7:
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return 'detonate'
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else: return 'detonate'
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elif obj[2]>0:
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return 'detonate'
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else: return 'detonate'
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elif obj[4]>80.67436609605278:
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return 'detonate'
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else: return 'detonate'
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