Explain the find-S algorithm with given example. Give its application.
Understand the Problem
The question is asking for an explanation of the find-S algorithm using the table provided as an example. The goal is to describe how the algorithm works and what application it has in relation to the data shown.
Answer
(Sunny, Warm, ?, Strong, ?, ?)
The final hypothesis is (Sunny, Warm, ?, Strong, ?, ?).
Answer for screen readers
The final hypothesis is (Sunny, Warm, ?, Strong, ?, ?).
More Information
The Find-S algorithm is a simple technique for hypothesis finding that focuses only on positive examples, refining the hypothesis as it incorporates new examples.
Tips
A common mistake is forgetting to start with the most specific hypothesis and update only based on positive examples.
Sources
- ML | Find S Algorithm - GeeksforGeeks - geeksforgeeks.org
- Find-S Algorithm in Machine Learning - TutorialsPoint - tutorialspoint.com
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