Question

State whether the statements are True or False.
Statement A: When the hypothesis space is richer, overfitting is more likely.




Statement B: When the feature space is larger, overfitting is more likely.


a. False, False
b. True False
c. True True
d. False, True​

Answer 1

Answer:

TRUE TRUE

Explanation:

Answer 2

Answer:

The correct answer is b. True False.

Explanation:

Statement A states:

When the "hypothesis space" is richer, over fitting is more likely. This statement is True. Only when we have a greater space or scope for more imaginative thinking or hypothesis thinking, we may sometimes think of things that may be over – fitted.

Statement B states:

When the feature space is larger, over fitting is more likely. This statement is False. This is because, when we actually have the feature in hand, and now we have to work for its practical implications, over fitting will never be achieved as per the "nature of the work".