Supervised Learning Flashcards
1
Q
What are the 2 types of supervised learning
A
Classification and regression
2
Q
What is classification
A
Assigning a category
3
Q
What is a linear classifier
A
A straight line to classify
4
Q
What is a polynomial classifier
A
A curved line to classify
5
Q
What is regression
A
Assign a continuous value
6
Q
What is linear regression
A
Straight line to assign value
7
Q
How does KNN work
A
It figures out how close a data point is to another to cluster it
8
Q
In KNN, what does changing k do
A
Considers how many points around a value it should conside to decide where it should be placed
