Description : Which is used to choose among multiple consistent hypotheses? a) Razor b) Ockham razor c) Learning element d) None of the mentioned
Last Answer : b) Ockham razor
Description : Inductive learning involves finding a __________ a) Consistent Hypothesis b) Inconsistent Hypothesis c) Regular Hypothesis d) Irregular Hypothesis
Last Answer : a) Consistent Hypothesis
Description : Inductive learning involves finding a a) Consistent Hypothesis b) Inconsistent Hypothesis c) Regular Hypothesis d) Irregular Hypothesis e) Estimated Hypothesis
Description : Which modifies the performance element so that it makes better decision? a) Performance element b) Changing element c) Learning element d) None of the mentioned
Last Answer : c) Learning element
Description : Which is used to provide the feedback to the learning element? a) Critic b) Actuators c) Sensor d) None of the mentioned
Last Answer : a) Critic
Description : Which produces hypotheses that are easy to read for humans? a) ILP b) Artificial intelligence c) Propositional logic d) First-order logic
Last Answer : a) ILP
Description : In Bayes theorem, what is meant by P(Hi|E)? a) The probability that hypotheses Hi is true given evidence E b) The probability that hypotheses Hi is false given evidence E c) The probability ... Hi is true given false evidence E d) The probability that hypotheses Hi is false given false evidence E
Last Answer : a) The probability that hypotheses Hi is true given evidence E
Description : What is Maximum – Likelihood hypotheses?
Last Answer : ML – it is reasonable approach when there is no reason to prefer one hypotheses over another a prior.
Description : What is the purpose of current best hypotheses search?
Last Answer : This search is to maintain a single hypothesis and to adjust it as new examples arrive in order to maintain consistency.
Description : Which of the following is the component of learning system? a) Goal b) Model c) Learning rules d) All of the mentioned
Last Answer : d) All of the mentioned
Description : Which of the following is an example of active learning? a) News Recommender system b) Dust cleaning machine c) Automated vehicle d) None of the mentioned
Last Answer : a) News Recommender system
Description : What is used in determining the nature of the learning problem? a) Environment b) Feedback c) Problem d) All of the mentioned
Last Answer : b) Feedback
Description : Which method is used to search better by learning? a) Best-first search b) Depth-first search c) Metalevel state space d) None of the mentioned
Last Answer : c) Metalevel state space
Description : Which is used to improve the agents performance? a) Perceiving b) Learning c) Observing d) None of the mentioned
Last Answer : b) Learning
Description : In which agent does the problem generator is present? a) Learning agent b) Observing agent c) Reflex agent d) None of the mentioned
Last Answer : a) Learning agent
Description : The performance of an agent can be improved by __________ a) Learning b) Observing c) Perceiving d) None of the mentioned
Last Answer : a) Learning
Description : Which of the following is not an application of learning? a) Data mining b) WWW c) Speech recognition d) None of the mentioned
Last Answer : d) None of the mentioned
Description : Following is an example of active learning: a) News Recommender system b) Dust cleaning machine c) Automated vehicle d) None of the mentioned
Description : Which of the following is the model used for learning? a) Decision trees b) Neural networks c) Propositional and FOL rules d) All of the mentioned
Description : If a hypothesis says it should be positive, but in fact, it is negative, we call it __________ a) A consistent hypothesis b) A false negative hypothesis c) A false positive hypothesis d) A specialized hypothesis
Last Answer : c) A false positive hypothesis
Description : If a hypothesis says it should be positive, but in fact it is negative, we call it ___________ a) A consistent hypothesis b) A false negative hypothesis c) A false positive hypothesis d) A specialized hypothesis
Description : Which search is complete and optimal when h(n) is consistent? a) Best-first search b) Depth-first search c) Both Best-first & Depth-first search d) A* search
Last Answer : d) A* search
Description : If a hypothesis says it should be positive, but in fact, it is negative, we call it a) A consistent hypothesis b) A false negative hypothesis c) A false positive hypothesis d) A specialized hypothesis e) A true positive hypothesis
Description : Define a consistent plan.
Last Answer : A consistent plan is one in which there are no contradictions in the ordering or binding constraints.
Description : What can be viewed as a single lateral of disjunction? a) Multiple clause b) Combine clause c) Unit clause d) None of the mentioned
Last Answer : c) Unit clause
Description : Ambiguity may be caused by ______________ a) syntactic ambiguity b) multiple word meanings c) unclear antecedents d) all of the mentioned
Last Answer : d) all of the mentioned
Description : How many things are concerned in the design of a learning element? a) 1 b) 2 c) 3 d) 4
Last Answer : c) 3
Description : Which element in the agent are used for selecting external actions? a) Perceive b) Performance c) Learning d) Actuator
Last Answer : b) Performance
Description : How many things are concerned in design of a learning element? a) 1 b) 2 c) 3 d) 4
Description : What are issues in learning element?
Last Answer : i. Component ii. Feedback iii. Representation
Description : What is the basic element of a language? a) Literal b) Variable c) Random variable d) All of the mentioned
Last Answer : c) Random variable
Description : In LISP, what is the function (list-length )? a) returns a new list that is equal to <:list> by copying the top-level element of b) returns the length of c) returns t if is empty d) all of the mentioned
Last Answer : b) returns the length of
Description : In LISP, the function (copy-list ) a) returns a new list that is equal to by copying the top-level element of b) returns the length of c) returns t if is empty d) all of the mentioned
Last Answer : a) returns a new list that is equal to by copying the top-level element of
Description : Which among the following could the Existential instantiation of ∃x Crown(x) ^ OnHead(x, Johnny)? a) Crown(John) ^ OnHead(John, Jonny) b) Crown(y) ^ OnHead(y, y, x) c) Crown(x) ^ OnHead(x, Jonny) d) None of the mentioned
Last Answer : a) Crown(John) ^ OnHead(John, Jonny)
Description : What among the following could the universal instantiation of ___________ For all x King(x) ^ Greedy(x) => Evil(x) a) King(John) ^ Greedy(John) => Evil(John) b) King(y) ^ Greedy(y) => Evil(y) c) King(Richard) ^ Greedy(Richard) => Evil(Richard) d) All of the mentioned
Description : What among the following constitutes to the incremental formulation of CSP? a) Path cost b) Goal cost c) Successor function d) All of the mentioned
Description : What among the following is/are the example of the intelligent agent/agents? a) Human b) Robot c) Autonomous Spacecraft d) All of the mentioned
Description : Choose form the following areas where NLP can be useful. a) Automatic Text Summarization b) Automatic Question-Answering Systems c) Information Retrieval d) All of the mentioned
Description : Choose from the following that are Decision Tree nodes? a) Decision Nodes b) End Nodes c) Chance Nodes d) All of the mentioned
Description : Fuzzy Set theory defines fuzzy operators. Choose the fuzzy operators from the following. a) AND b) OR c) NOT d) All of the mentioned
Description : Which of the following method would you consider appropriate while valuing the intangible assets? a) Multiple b) Relative c) Consistent d) Exclusive
Last Answer : b) Relative
Description : When evaluating tests and assessments, reliability refers to asking ourselves which of the following questions? a. Does it measure what it is supposed to measure? b. Are there ways to avoid ... when measuring something? c. Does it give consistent results? d. Does it measure multiple constructs?
Last Answer : c. Does it give consistent results?
Description : __________ packaging means that the product is packaged in line with the packaging practices associated with a particular product category. A)Category -consistent B)Category -specific C)Innovative D)Multiple -category E)Selective
Last Answer : A)Category
Description : The characteristics of the computer system capable of thinking, reasoning and learning are known as ____________ a) machine intelligence b) human intelligence c) artificial intelligence d) virtual intelligence
Last Answer : c) artificial intelligence
Description : Modern NLP algorithms are based on machine learning, especially statistical machine learning. a) True b) False
Last Answer : a) True
Description : How many literals are available in top-down inductive learning methods? a) 1 b) 2 c) 3 d) 4
Description : Computational learning theory analyzes the sample complexity and computational complexity of __________ a) Unsupervised Learning b) Inductive learning c) Forced based learning d) Weak learning
Last Answer : b) Inductive learning