Classical Supervised Machine Learning

Question 1

What are the two types of predictive model?

Answer 1

Regression and Classification

Question 2

What does a regression model do?

Answer 2

Estimates the numerical value of an attribute based on history of values assigned to it and other effecting measures.

Question 3

What does a classification model do?

Answer 3

Assigning a label to each instance depending on the values of a set of attributes.

Question 4

What are 4 Classical Supervised Machine Learning Techniques?

Answer 4

Decision Tree, Random Forest, K-Nearest Neighbours, Multi-Layer Perceptron