Explore topic-wise MCQs in Neural Networks Question and Answers Pattern Classification 2.

This section includes 10 Mcqs, each offering curated multiple-choice questions to sharpen your Neural Networks Question and Answers Pattern Classification 2 knowledge and support exam preparation. Choose a topic below to get started.

1.

If the output produces nonconvex regions, then how many layered neural is required at minimum?

A. 2
B. 3
C. 4
D. 5
Answer» D. 5
2.

Intersection of convex regions in three layer network can only produce convex surfaces, is the statement true?

A. yes
B. no
Answer» C.
3.

Intersection of linear hyperplanes in three layer network can only produce convex surfaces, is the statement true?

A. yes
B. no
Answer» B. no
4.

In a three layer network, number of classes is determined by?

A. number of units in second layer
B. number of units in third layer
C. number of units in second and third layer
D. none of the mentioned
Answer» C. number of units in second and third layer
5.

In a three layer network, shape of dividing surface is determined by?

A. number of units in second layer
B. number of units in third layer
C. number of units in second and third layer
D. none of the mentioned
Answer» B. number of units in third layer
6.

As dimensionality of input vector increases, what happens to linear separability?

A. increases
B. decreases
C. no effect
D. doesn t depend on dimensionality
Answer» C. no effect
7.

If pattern classes are linearly separable then hypersurfaces reduces to straight lines?

A. yes
B. no
Answer» B. no
8.

Is it true that percentage of linearly separable functions will increase rapidly as dimension of input pattern space is increased?

A. yes
B. no
Answer» C.
9.

When line joining any two points in the set lies entirely in region enclosed by the set in M-dimensional space , then the set is known as?

A. convex set
B. concave set
C. may be concave or convex
D. none of the mentioned
Answer» B. concave set
10.

Convergence in perceptron learning takes place if and only if:

A. a minimal error condition is satisfied
B. actual output is close to desired output
C. classes are linearly separable
D. all of the mentioned
Answer» D. all of the mentioned