Machine Learning - Study Mode

[#71] The selling price of a house depends on many factors. For example, it depends on the number of bedrooms, number of kitchen, number of bathrooms, the year the house was built, and the square footage of the lot. Given these factors, predicting the selling price of the house is an example of . . . . . . . . task.
Correct Answer

(D) multiple linear regression
(H) multiple linear regression

[#72] A measure of goodness of fit for the estimated regression equation is the
Correct Answer

(C) mean square due to regression
(G) mean square due to regression

[#73] A good clustering method will produce high quality clusters with
Correct Answer

(C) high intra class similarity
(G) high intra class similarity

[#74] In SVM which has quadratic kernel function of polynomial degree 2 that has slack variable C as one hyper paramenter. What would happen if we use very large value for C
Correct Answer

(A) we can still classify the data correctly for given setting of hyper parameter c
(E) we can still classify the data correctly for given setting of hyper parameter c

[#75] . . . . . . . . performs a PCA with non-linearly separable data sets.
Correct Answer

(B) KernelPCA
(F) KernelPCA