Machine Learning 1 Flashcards

1
Q

Overfitting

A

Overly complex model fits original data very closely, but is poor at making predictions from other data sets, because irrelevant connections are made.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
2
Q

Overtesting

A

d

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
3
Q

Validation

A

Find out which model is the best.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
4
Q

Crossvalidation

A

Randomly breaks data into parts (80/20 training/testing).

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
5
Q

Ridge Regression

A

f

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
6
Q

Random Seed

A

f

How well did you know this?
1
Not at all
2
3
4
5
Perfectly