Alpaydin, Ethem Introduction to Machine Learning (Second Edition, 2010) Chapter - 2 Exercises 3- The complexity...
Alpaydin, Ethem Introduction to Machine Learning (Second Edition, 2010)
Chapter - 2 Exercises
3- The complexity of most learning algorithms is a function of the training set. Can you propose a filtering algorithm that finds redundant instances?
Homework Answers
The instances that affect the hypothesis are those that are in the vicinity of instances with different labels. A positive instance that is surrounded on all sides by man positive instances is not needed, nor is a negative instance surrounded by many negative instances and such neighbour based methods are there in chapter 8 Nonparametric Methods
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Alpaydin, Ethem Introduction to Machine Learning (Second
Edition, 2010)
Chapter - 2 Exercises
3- The complexity...
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