20.72 C5.0 Rules Model
library(C50)
<- C5.0(form, ds[tr, vars], rules=TRUE) model
model
##
## Call:
## C5.0.formula(formula=form, data=ds[tr, vars], rules=TRUE)
##
## Rule-Based Model
## Number of samples: 151934
## Number of predictors: 20
##
## Number of Rules: 191
##
## Non-standard options: attempt to group attributes
C5imp(model)
## Overall
## humidity_3pm 100.00
## wind_gust_speed 65.49
## cloud_3pm 57.16
## sunshine 55.31
## pressure_3pm 51.04
## wind_dir_3pm 43.51
## rainfall 43.40
## temp_3pm 40.95
## rain_today 30.50
## wind_gust_dir 25.00
## min_temp 22.92
## wind_speed_3pm 21.98
## wind_speed_9am 18.53
## max_temp 17.31
## temp_9am 15.90
## wind_dir_9am 15.45
## humidity_9am 10.80
## cloud_9am 10.23
## pressure_9am 6.35
## evaporation 3.42
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