Computational learning theory analyzes the sample complexity and computational complexity of __________(a) Unsupervised Learning(b) Inductive learning(c) Forced based learning(d) Weak learningI have been asked this question in an internship interview.The question is from Learning in section Learning of Artificial Intelligence

Computational learning theory analyzes the sample complexity and compu

1.	Computational learning theory analyzes the sample complexity and computational complexity of __________(a) Unsupervised Learning(b) Inductive learning(c) Forced based learning(d) Weak learningI have been asked this question in an internship interview.The question is from Learning in section Learning of Artificial Intelligence
Answer» The correct choice is (b) Inductive learning Easy explanation: COMPUTATIONAL learning theory ANALYZES the SAMPLE complexity and computational complexity of inductive learning. There is a tradeoff between the expressiveness of the HYPOTHESIS LANGUAGE and the ease of learning.

Discussion

No Comment Found

Related InterviewSolutions

Which method can’t be used for expressing relational knowledge?(a) Literal system(b) Variable-based system(c) Attribute-based system(d) None of the mentionedThis question was posed to me in semester exam.Query is from Inductive logic programming topic in division Learning of Artificial Intelligence
Which approach is used for refining a very general rule through ILP?(a) Top-down approach(b) Bottom-up approach(c) Both Top-down & Bottom-up approach(d) None of the mentionedThis question was posed to me in unit test.This intriguing question originated from Inductive logic programming in section Learning of Artificial Intelligence
How many literals are available in top-down inductive learning methods?(a) 1(b) 2(c) 3(d) 4I got this question during an online exam.The question is from Inductive logic programming in section Learning of Artificial Intelligence
Which inverts a complete resolution strategy?(a) Inverse resolution(b) Resolution(c) Trilogy(d) None of the mentionedI have been asked this question in semester exam.This key question is from Inductive logic programming topic in section Learning of Artificial Intelligence
What need to be satisfied in inductive logic programming?(a) Constraint(b) Entailment constraint(c) Both Constraint & Entailment constraint(d) None of the mentionedThe question was asked by my college professor while I was bunking the class.Query is from Inductive logic programming topic in division Learning of Artificial Intelligence
Which produces hypotheses that are easy to read for humans?(a) ILP(b) Artificial intelligence(c) Propositional logic(d) First-order logicThe question was posed to me in a job interview.My query is from Inductive logic programming in chapter Learning of Artificial Intelligence
Which is an appropriate language for describing the relationships?(a) First-order logic(b) Propositional logic(c) ILP(d) None of the mentionedThis question was addressed to me during a job interview.Asked question is from Inductive logic programming topic in portion Learning of Artificial Intelligence
Which cannot be represented by a set of attributes?(a) Program(b) Three-dimensional configuration of a protein molecule(c) Agents(d) None of the mentionedThis question was posed to me in my homework.This key question is from Inductive logic programming in division Learning of Artificial Intelligence
Which combines inductive methods with the power of first-order representations?(a) Inductive programming(b) Logic programming(c) Inductive logic programming(d) Lisp programmingI had been asked this question during an interview.The above asked question is from Inductive logic programming in chapter Learning of Artificial Intelligence
How many reasons are available for the popularity of ILP?(a) 1(b) 2(c) 3(d) 4This question was posed to me during an online interview.I would like to ask this question from Inductive logic programming in chapter Learning of Artificial Intelligence

Discussion

No Comment Found

Related InterviewSolutions

Reply to Comment