Consider the decision tree shown in Figure 4.2. (a) Compute the generalization error rate of the tree

Question:

Consider the decision tree shown in Figure 4.2.
(a) Compute the generalization error rate of the tree using the optimistic approach.
(b) Compute the generalization error rate of the tree using the pessimistic approach. (For simplicity, use the strategy of adding a factor of 0.5 to each leaf node.)
(c) Compute the generalization error rate of the tree using the validation set shown above. This approach is known as reduced error pruning.
Fantastic news! We've Found the answer you've been seeking!

Step by Step Answer:

Related Book For  book-img-for-question

Introduction to Data Mining

ISBN: 978-0321321367

1st edition

Authors: Pang Ning Tan, Michael Steinbach, Vipin Kumar

Question Posted: