machine learning

If you have a basket of different fruit varieties with some prior information on size, color, shape of each and every fruit . Which learning methodology is best applicable?
Supervised Learning  --  Correct

Do you think heuristic for rule learning and heuristics for decision trees are both same ?
False  --  Correct

What is the benefit of Naïve Bayes ?
Requires less training data  --  Correct

What is the advantage of using an iterative algorithm like gradient descent ? (select the best)
For Nonlinear regression problems, there is no closed form solution  --  Correct

For which one of these relationships could we use a regression analysis? Choose the correct one
Relationship between Height & weight (both Quantitative)  --  Correct

Does Logistic regression check for the linear relationship between dependent and independent variables ?
False  --  Correct

Which helps SVM to implement the algorithm in high dimensional space?
Kernel  --  Correct

Kernel methods can be used for supervised and unsupervised problems
True  --  Correct

Perceptron is _______________
a single layer feed-forward neural network  --  Correct

While running the same algorithm multiple times, which algorithm produces same results?
Hierarchical clustering  --  Correct