MCQ Bank
Many machine learning systems are _________ .
- A) Intelligent
- B) Classifiers
- C) Agents
- D) Clusters
Learning denotes changes in a system that enables a system to do the same task more _______ the next time.
- A) Effectively
- B) Efficiently
- C) With Reliability
- D) Conveniently
Identify which statement defines classical sets in a best way:
- A) A classical set is a container, which wholly includes but not wholly excludes any given element.
- B) A classical set is a container, which sometimes wholly includes or wholly excludes any given element.
- C) A classical set is a container, which does not wholly include or wholly exclude any given element.
- D) A classical set is a container, which wholly includes or wholly excludes any given element.
_______ problems usually have well-defined steps.
- A) Simple
- B) Refined
- C) Defined
- D) Complex
_________ characterizes the purity/impurity of an arbitrary collection of examples.
- A) Complexity
- B) Scale
- C) Entropy
- D) Metric
Fuzzy ________ system have multidisciplinary nature.
- A) Logic
- B) Intelligent
- C) Inference
- D) Set
Identify the sets in which Membership Function is used.
- A) Fuzzy set
- B) Classical set
- C) Boolean set
- D) Crisp set
_____ do not restrict themselves to something lying
wholly in either set A or in set not-A.
- A) Complex sets
- B) Classical sets
- C) Fuzzy sets
- D) Boolean sets
Hypothesis space uses the ________________ of the attributes.
- A) Disjunctions (OR)
- B) None of the given
- C) Negation (NOR)
- D) Conjunctions (AND)
In Fuzzy Inputs we resolve all fuzzy statements in the antecedent to a degree of membership between 0 and _____.
- A) 4
- B) 1
- C) 3
- D) 2
In Candidate-Elimination algorithm version space is represented by two sets named:
- A) G and S
- B) H and S
- C) S and F
- D) G and F
In theoretical computer science there are two main branches of problems:
- A) None of the given
- B) Intractable and Induction
- C) Tractable and Intractable
- D) Tractable and Induction
If there are multiple parts to the antecedent, apply fuzzy logic _________ and resolve the antecedent to a single number between 0 and 1.
- A) Rules
- B) Conditions
- C) Operators
- D) operations
_________ logic lets us define more realistically the true functions that define real world scenarios.
- A) Boolean
- B) Classical
- C) Crisp
- D) Fuzzy
The degree of truth is specifically driven out by a function called the ___________ function.
- A) Membership
- B) Boolean
- C) Ordinary
- D) Inline
The tractable problems are further divided into structured and ________ problems
- A) Simple
- B) None of the given
- C) Non-structured
- D) Complex
Decision trees give us disjunctions of conjunctions, that is, they have the form:
(A AND B) _______ (C AND D).
- A) XOR
- B) None of the given
- C) AND
- D) OR
Choose the field(s) in which Fuzzy inference systems have been successfully applied:
- A) Data Classification
- B) Automatic Control, Data Classification and Decision Analysis
- C) Automatic Control
- D) Decision Analysis
In fuzzy set and membership function , the input is always a ______ value.
- A) Interval Based
- B) Fixed
- C) Amounts
- D) Crisp Numerical
__________ is a prerequisite for any mature program of artificial intelligence.
- A) Common Sense
- B) Deep Learning
- C) General Intelligence
- D) Machine learning