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: 123722
## Number of predictors: 20
##
## Number of Rules: 202
##
## Non-standard options: attempt to group attributes
C5imp(model)
## Overall
## temp_9am 99.72
## humidity_3pm 77.02
## wind_gust_speed 75.47
## sunshine 69.40
## pressure_3pm 64.45
## rain_today 59.77
## min_temp 57.29
## cloud_3pm 45.80
## wind_speed_9am 42.89
## rainfall 41.81
## wind_dir_3pm 41.11
## max_temp 37.72
## humidity_9am 25.23
## wind_gust_dir 23.34
## wind_dir_9am 19.48
## pressure_9am 11.04
## wind_speed_3pm 7.66
## cloud_9am 7.46
## temp_3pm 6.10
## evaporation 3.90
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