Which of the following statements is/ are correct about the C45 classification technique?

Which of the following algorithms does not scale up well as compared to the other for very large datasets?

What is the function of ridge regression?

Simulation languages offer less flexibility than application-oriented simulators.

Which is NOT a characteristic of the NlCeSim simulator, which uses machine learning techniques?

Which of the following statements is correct about validation?

___ refers to a model that can neither model the training data nor generalize to new data.

Compared to the variance of the Maximum Likelihood Estimate (MLE), the variance of the Maximum A Posteriori (MAP) estimate is ___

The error function most suited for gradient descent using logistic regression is

Suppose we would like to perform clustering on spatial data such as the geometrical locations of houses. We wish to produce clusters of many different sizes and shapes. Which of the following methods is the most appropriate?

Which of the following is NOT supervised learning?