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Another popular method is to prefer simpler hypotheses. The “divide and conquer” algorithm implicitly prefers simpler rules because it stops adding conditions to a rule as soon as it covers only positive examples and stops adding rules as soon as all positive examples are covered.
The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World
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