Research Article
Automatic Rule Generation for Decision-Making in Context-Aware Systems Using Machine Learning
Table 4
A sample of well-performed rules for a user with a pollen allergy.
| | Rules | IF-THEN rule | Occurrence frequency | Fitness value |
| | R2.1 | IF outlook = overcast THEN play = yes | 1 | 0.743 | | R2.2 | IF humidity = normal AND windy = false THEN play = yes | 1 | 0.686 | | R2.3 | IF outlook = sunny AND humidity = high THEN play = no | 2 | 0.611 | | R2.4 | IF outlook = rainy AND windy = true THEN play = no | 1 | 0.611 |
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