Research Article
Automatic Rule Generation for Decision-Making in Context-Aware Systems Using Machine Learning
Table 3
A sample of well-performed rules for a user with no allergy history.
| | Rules | IF-THEN rule | Occurrence frequency | Fitness value |
| | R1.1 | IF outlook = overcast THEN play = yes | 1 | 0.743 | | R1.2 | IF humidity = normal AND windy = false THEN play = yes | 1 | 0.686 | | R1.3 | IF humidity = normal AND windy = true AND temperature = cool AND outlook = overcast THEN play = yes | 1 | 0.675 | | R1.4 | IF humidity = normal AND windy = true AND temperature = hot THEN play = yes | 1 | 0.611 |
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