Grade 12 Quiz 1 - Machine Learning

The result of Traditional Programming is Program.

• True

• False

Machine Learning is getting computers to program themselves.

• True

• False

The result of Machine Learning is Output.

• True

• False

Supervised (inductive) learning –Training data includes desired outputs.

• True

• False

Unsupervised learning –Training data does not include desired outputs.

• True

• False

Reinforcement learning –Training data includes a few desired outputs.

• True

• False

Semi-supervised learning –Rewards from sequence of actions.

• True

• False

In Representation there are:

•Decision trees

•Sets of rules / Logic programs

• True

• False

Every machine learning algorithm has three components:

–Representation

–Interaction

–Optimization

• True

• False

There are 3 types of Optimization:

•Combinatorial optimization

•Convex optimization

•Constrained optimization

• True

• False