20.70 C5.0 Summary
summary(model)##
## Call:
## C5.0.formula(formula=form, data=ds[tr, vars])
##
##
## C5.0 [Release 2.07 GPL Edition] Sun Aug 13 06:32:07 2023
## -------------------------------
##
## Class specified by attribute `outcome'
##
## Read 158807 cases (21 attributes) from undefined.data
##
## Decision tree:
##
## humidity_3pm > 66:
## :...humidity_3pm <= 81:
## : :...wind_gust_speed > 46:
## : : :...rainfall > 0.7:
## : : : :...temp_9am <= 5.2:
## : : : : :...pressure_9am <= 1008.5: Yes (11/2)
## : : : : : pressure_9am > 1008.5:
## : : : : : :...wind_gust_dir in [N-NW]: No (41/6)
## : : : : : wind_gust_dir=NNW: Yes (2)
## : : : : temp_9am > 5.2:
## : : : : :...wind_gust_speed > 56:
## : : : : :...sunshine <= 9: Yes (1617/336)
## : : : : : sunshine > 9:
## : : : : : :...temp_9am <= 11.8: Yes (8/1)
## : : : : : temp_9am > 11.8:
## : : : : : :...wind_gust_dir in [N-E]: Yes (4/1)
## : : : : : wind_gust_dir in [ESE-NNW]: No (14)
## : : : : wind_gust_speed <= 56:
## : : : : :...sunshine > 7.9:
## : : : : :...sunshine > 9.2: No (38/9)
## : : : : : sunshine <= 9.2:
## : : : : : :...wind_speed_3pm <= 22: Yes (392/129)
## : : : : : wind_speed_3pm > 22:
## : : : : : :...wind_speed_9am > 17: No (427/200)
## : : : : : wind_speed_9am <= 17:
## : : : : : :...wind_speed_3pm <= 33:
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