Example of Rule Induction[Quinlan, ``Learning Efficient Classification Procedures'', Machine Learning, Morgan Kaufmann Publ., 1983.]
Classifications | = | { +, -} |
Features | = | {size, shape, color} |
Domains: | ||
size | = | {large, small} |
shape | = | {square, triangle, circle} |
color | = | {blue, red} |
Training set:
small, circle, blue: +
small, square, blue: -
large, square, red: -
large, circle, red: -
large, square, blue: -
small, circle, red: -
large, triangle, blue: +
large, circle, blue: +