Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

Consider splitting a parent node P into two child nodes, C1 and C2, using some attribute test condition. The composition of labeled training instances at

Consider splitting a parent node P into two child nodes, C1 and C2, using some attribute test condition. The composition of labeled training instances at every node is summarized in the Table below. Class 0 73 4 Class 1 303 (a) Calculate the Gini index and misclassification error rate of the parent node P. (b) Calculate the weighted Gini index of the child nodes. Would you consider this attribute test condition if Gini is used as the impurity measure? (c) Calculate the weighted misclassification rate of the child nodes. Would you consider this attribute test condition if misclassification rate is used as the impurity measure?

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Database Systems For Advanced Applications 15th International Conference Dasfaa 2010 Tsukuba Japan April 2010 Proceedings Part 1 Lncs 5981

Authors: Hiroyuki Kitagawa ,Yoshiharu Ishikawa ,Wenjie Li ,Chiemi Watanabe

2010th Edition

3642120253, 978-3642120251

More Books

Students also viewed these Databases questions

Question

What is Indian Polity and Governance ?

Answered: 1 week ago

Question

1-4 How will MIS help my career?

Answered: 1 week ago