20.73 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]      Wed Apr 26 13:02:43 2023
## -------------------------------
## 
## Class specified by attribute `outcome'
## 
## Read 123722 cases (21 attributes) from undefined.data
## 
## Rules:
## 
## Rule 1: (7008/189, lift 1.2)
##  rain_today=No
##  humidity_3pm <= 18
##  wind_gust_dir in [ENE-NNW]
##  ->  class No  [0.973]
## 
## Rule 2: (7916/248, lift 1.2)
##  rain_today=No
##  pressure_9am > 1026.2
##  humidity_3pm <= 68
##  sunshine > 7.3
##  ->  class No  [0.969]
## 
## Rule 3: (40698/1573, lift 1.2)
##  rain_today=No
##  humidity_3pm <= 49
##  wind_gust_speed <= 52
##  sunshine > 7.7
##  ->  class No  [0.961]
## 
## Rule 4: (23, lift 1.2)
##  temp_3pm > 30.3
##  humidity_3pm > 81
##  rainfall <= 12.1
##  min_temp <= 25.8
##  ->  class No  [0.960]
....

---

Your donation will support ongoing availability and give you access to the PDF version of this book. Desktop Survival Guides include Data Science, GNU/Linux, and MLHub. Books available on Amazon include Data Mining with Rattle and Essentials of Data Science. Popular open source software includes rattle, wajig, and mlhub. Hosted by Togaware, a pioneer of free and open source software since 1984. Copyright © 1995-2022 Graham.Williams@togaware.com Creative Commons Attribution-ShareAlike 4.0