20.70 C5.0 Summary
summary(model)##
## Call:
## C5.0.formula(formula=form, data=ds[tr, vars])
##
##
## C5.0 [Release 2.07 GPL Edition] Fri Mar 3 20:42:32 2023
## -------------------------------
##
## Class specified by attribute `outcome'
##
## Read 151934 cases (21 attributes) from undefined.data
##
## Decision tree:
##
## humidity_3pm > 68:
## :...humidity_3pm > 82:
## : :...temp_3pm <= 6.2:
## : : :...pressure_3pm <= 1015: Yes (53/3)
## : : : pressure_3pm > 1015:
## : : : :...rainfall > 3.6:
## : : : :...humidity_3pm > 95:
## : : : : :...humidity_9am <= 81: No (10/4)
## : : : : : humidity_9am > 81: Yes (163/41)
## : : : : humidity_3pm <= 95:
## : : : : :...wind_dir_3pm in [N-SE]: Yes (6)
## : : : : wind_dir_3pm in [SSE-NNW]:
## : : : : :...wind_dir_3pm in [SSE-W]: No (22/3)
## : : : : wind_dir_3pm in [WNW-NNW]: Yes (11/2)
## : : : rainfall <= 3.6:
## : : : :...wind_gust_dir in [WNW-NNW]:
## : : : :...humidity_9am > 99:
## : : : : :...rainfall <= 0.1: No (16)
## : : : : : rainfall > 0.1: Yes (2)
## : : : : humidity_9am <= 99:
## : : : : :...humidity_3pm > 96: Yes (47/9)
## : : : : humidity_3pm <= 96:
## : : : : :...temp_3pm <= 1.2: Yes (9/2)
## : : : : temp_3pm > 1.2: No (18/2)
## : : : wind_gust_dir in [N-W]:
## : : : :...humidity_9am > 98: No (86/9)
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