In PyBrain, ____ is the act of introducing a penalty term into the error function to prevent overfitting.

PyBrain - Quiz(MCQ)

Regularisation

Normalization

Cross validation

None of the above

Correct Answer : Regularisation

Explanation : In PyBrain, regularisation is the act of introducing a penalty term into the error function to prevent overfitting.

Recently Updated in PyBrain Questions

Which function computes the derivative of the output with regard to the input?

_forwardImplementation()

_backwardImplementation()

Both (A) and (B)

None of the above

Correct Answer : _backwardImplementation()

Explanation : The _backwardImplementation() function computes the derivative of the output with regard to the input.

How many parameters does the _forwardImplementation() function accepts?

Correct Answer : 2

Explanation : The _forwardImplementation() function accepts two parameters, inbuf, and outbuf.

Which of the following is a method for creating a Convolutional Neural Network in PyBrain?

createCNN()

buildNetwork()

ConvolutionalNetwork()

All of the above

Correct Answer : ConvolutionalNetwork()

Explanation : The ConvolutionalNetwork() class can be used to create a Convolutional Neural Network in PyBrain.

New Technologies MCQ's

Machine Learning

Artificial Intelligence