One approach to avoid overfitting a classification tree is to use a validation data set to identify valid splits and a training data set to train the classification tree on when to stop making splits.
Correct Answer:
Verified
Q6: Naive Bayes' Theorem assumes that the events
Q7: Because different trust levels may be appropriate
Q8: The process of assigning items to prespecified
Q9: The confusion matrix for a classification tree
Q10: The confusion matrix shows the number of
Q12: To "overfit" the data is to adjust
Q13: Because different classification techniques will perform better
Q14: The confusion matrix shows the number of
Q15: A regression tree is used for predicting
Q16: Classification involves identifying common traits in items
Unlock this Answer For Free Now!
View this answer and more for free by performing one of the following actions
Scan the QR code to install the App and get 2 free unlocks
Unlock quizzes for free by uploading documents