Artificial Intelligence MCQs

Page No. 59

What is the name of the function in the following statement “A perceptron adds up all the weighted inputs it receives, and if it exceeds a certain value, it outputs a 1, otherwise it just outputs a 0”?


aStep function

✖


bHeaviside function

✓


cLogistic function

✖


dPerceptron function

✖


View Answer Heaviside function

A perceptron adds up all the weighted inputs it receives, and if it exceeds a certain value, it outputs a 1, otherwise it just outputs a 0.


a True

✓


bFalse

✖


c Sometimes – it can also output intermediate values as well

✖


dCan’t say

✖


View Answer True

Neural Networks are complex ______________ with many parameters.


aLinear Functions

✓


bNonlinear Functions

✖


cDiscrete Functions

✖


dExponential Functions

✖


View Answer Linear Functions

Which of the following is not the promise of artificial neural network?


a It can explain result

✓


bIt can survive the failure of some nodes

✖


c It has inherent parallelism

✖


dIt can handle noise

✖



Why are linearly separable problems of interest of neural network researchers?


aBecause they are the only class of problem that network can solve successfully

✖


bBecause they are the only class of problem that Perceptron can solve successfully

✓


cBecause they are the only mathematical functions that are continue

✖


dBecause they are the only mathematical functions you can draw

✖



What is back propagation?


aIt is another name given to the curvy function in the perceptron

✖


bIt is the transmission of error back through the network to adjust the inputs

✖


cIt is the transmission of error back through the network to allow weights to be adjusted so that the network can learn

✓


dNone of the mentioned

✖



Why is the XOR problem exceptionally interesting to neural network researchers?


aBecause it can be expressed in a way that allows you to use a neural network

✖


bBecause it is complex binary operation that cannot be solved using neural networks

✖


cBecause it can be solved by a single layer perceptron

✖


d Because it is the simplest linearly inseparable problem that exists.

✓



Which of the following are the advantage/s of Decision Trees?


aPossible Scenarios can be added

✖


bUse a white box model, If given result is provided by a model

✖


cWorst, best and expected values can be determined for different scenarios

✖


dAll of the mentioned

✓


View Answer All of the mentioned

End Nodes are represented by __________


aDisks

✖


bSquares

✖


cCircles

✖


dTriangles

✓


View Answer Triangles

Chance Nodes are represented by __________


aDisks

✖


bSquares

✖


cCircles

✓


dTriangles

✖


View Answer Circles

Goto Page No.

Page 59 of 75

Alphabetical MCQs Categories
—

Here below You find all kind of categories of MCQs in alphabetical order.


"Comprehensive Collection of MCQs: Alphabetically Organized by Subject"
—

"Discover an extensive collection of multiple-choice questions (MCQs) neatly categorized by subject from A to Z. This resource is designed for anyone eager to explore various topics in a straightforward and organized manner. Whether you're a student preparing for exams, an educator seeking supplementary materials, or simply curious about different subjects, this compilation offers a convenient way to learn and assess your knowledge. With questions arranged alphabetically, navigation is effortless, allowing you to delve into subjects of interest at your own pace. Engage, learn, and expand your understanding with this accessible and comprehensive repository of MCQs!"


BolPakistan

bolpakistan.com.pk includes Job Mcqs and Pak Mcqs is the Top Largest Mcqs Forum in World, in which you can read Mcqs of All Subjects, PPSC test preparation, FPSC, NTS and PPSC PAST PAPERS, PPSC PAST MCQS. A Collection of Repeated MCQs for JOBs seekers.

Copyright © 2024, Designed & Developed by BolPakistan