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by Graham Williams
Duck Duck Go



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C5.0 Rules Summary

summary(model)
## 
## Call:
## C5.0.formula(formula=form, data=ds[tr, vars], rules=TRUE)
## 
## 
## C5.0 [Release 2.07 GPL Edition]  	Mon Jan 25 06:37:09 2021
## -------------------------------
## 
## Class specified by attribute `outcome'
## 
## Read 123722 cases (21 attributes) from undefined.data
## 
## Rules:
## 
## Rule 1: (2089/51, lift 1.2)
## 	temp_9am > 6.4
## 	cloud_3pm <= 5
## 	pressure_3pm > 1015.1
## 	humidity_3pm <= 88
## 	humidity_9am <= 96
## 	wind_speed_3pm <= 13
## 	rainfall <= 2.3
## 	min_temp <= 3.4
## 	->  class No  [0.975]
## 
## Rule 2: (9862/345, lift 1.2)
## 	temp_3pm > 12.4
## 	cloud_3pm <= 2
## 	pressure_3pm > 1013.8
## 	wind_gust_speed <= 41
## 	->  class No  [0.965]
## 
## Rule 3: (23, lift 1.2)
## 	temp_3pm > 30.3
## 	humidity_3pm > 81
## 	rainfall <= 9.6
## 	->  class No  [0.960]
## 
## Rule 4: (19, lift 1.2)
## 	cloud_3pm > 7
....


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