III CST ML_Quiz-5

Among the following option identify the one which is not a type of learning

• Semi unsupervised learning

• Supervised Learning

•     Reinforcement Learning

•     Unsupervised Learning

Choose a disadvantage of decision trees among the following

• Decision trees are robust to outliers

• Factor analysis

• Decision trees are prone to overfit

• All of the above

Identify the successful applications of ML.

• Learning to classify new astronomical structures

• Learning to recognize spoken words

• Learning to drive an autonomous vehicle

• All of the above

FIND-S algorithm ignores?

• Positive

• Negative

• Both

• None

Choose whether the following statement is true or false:

The backpropagation law is also known as the generalized Delta rule.

• True

• False

What is machine learning?

• The selective acquisition of knowledge through the use of computer programs

• The selective acquisition of knowledge through the use of manual programs

• The autonomous acquisition of knowledge through the use of computer programs

• The autonomous acquisition of knowledge through the use of manual programs

Logisticregressionis a ........... regression technique that is used tomodel data having a ............ outcome.

• Linear, binary

• Linear, numeric

• Nonlinear, binary

• Nonlinear, numeric

In general, to have a well-defined learning problem, we must identity

which of the following

• The class of tasks

• The measure of performance to be improved

• The source of experience

• All of the above

Concept learning inferred a ______ valued function from training examples of its input and output

• Boolean

• Decimal

• Hexadecimal

• All of the above

Real-Time decisions, Game AI, Learning Tasks, Skill Aquisition, and Robot Navigation are applications of which of the following

• Supervised Learning: Classification

• Reinforcement Learning

•     Unsupervised Learning: Clustering

• Unsupervised Learning: Regression