CS607 Quiz 3 and 4 Updated Sep 2022 by Attiq Kundi

Measure of the effectiveness of an attribute in classifying the training data is called.

Information Gain

Which one is NOT the advantage of Neural Network Excellent for pattern recognition Excellent classifiers Handles noisy data well

None of the given

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H

True

In all calculations involving Entropy we define _________ to be ______

0 log 0, 0

The soma and the enclosed nucleus in neuron play a significant role in the processing of incoming and outgoing data.

False

A concept is the representation of the __________ with respect to the given attributes.

Problem

Identify the correct statement to list facts numbers 1 through 10

clips> (facts 1 10)

Fuzzy inference systems (FIS) have multidisciplinary nature.

TRUE

Three

Fuzzy inference systems (FIS) are NOT associated with a number of names.

FALSE

Reasoning in fuzzy logic is just a matter of generalizing the familiar _________ logic.

Boolean

The role of tester is often called the critic

TRUE

Complex problems usually have well-defined steps

FALSE

Mamdani's method was among the first _____________ built using fuzzy set theory.

Control Systems

Fuzzy logic is a subset of conventional (Boolean) logic.

FALSE

__________ is the process by which the fuzzy sets that represent the outputs of each rule are combined into a single fuzzy set.

Aggregation

___________ learning works on existing facts and knowledge and deduces new knowledge from the old.

Deductive

The Candidate-Elimination algorithm represents the ____________

Version Space

The goal of knowledge analysis is to analyze and structure the knowledge gained during the planning phase.

TRUE

In theoretical computer science there are two main branches of problems:

Tractable and Intractable

General stages of ESDLC includes.

Beta system (tested by users)

Inductive learning is based on the knowledge that if something happens a lot it is likely to be generally _________

True

Usually a _________ graph is chosen to represent a fuzzy set

Triangular

Inductive learning takes examples and generalizes rather than starting with __________ knowledge.

Existing

The degree of truth that we have been talking about is specifically driven out by a function called the ___________ function

Membership

Identify which statement defines classical sets in a best way

A classical set is a container, which wholly includes or wholly excludes any given element.

Three

True

If there are multiple parts to the antecedent, apply fuzzy logic _________ and resolve the antecedent to a single number between 0 and 1.

Operators

Outputs of learning are determined by the ___________

Application

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