Highest voted questions in Artificial Intelligence

#21
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A perceptron consists of weights $\left[w_{1}, w_{2}, w_{3}, w_{4}\right]=[0.5,2,1,-3]$. The activation function is provided as $y=f(z)=1$ if $z \geq 2$ otherwise $0,$ wh...
#22
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Provide the correct answer for the following:The phenomena in which training error of the model decreases but test error increases is called___________.
#23
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You are a designing a machine learning model for a binary classification problem. The model has three features: f1, f2, f3. Derive the objective and loss function for thi...
#24
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Math List-I with List-II:$$\begin{array}{|c|l|c|l|} \hline {} & \text{List-I} & {} & \text{List-II} \\ \hline (a) & \text{Greedy best-first} & (i) & \text{Minimal cost }...
#25
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The STRIPS representation isa feature-centric representationan action-centric representationa combination of feature-centric and action-centric representationsa hierarchi...
#26
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A fuzzy conjunction operator denoted as $t(x,y)$ and a fuzzy disjunction operator denoted as $s(x,y)$ form a dual pair if they satisfy the condition:$t(x,y) = 1-s(x,y)$$t...
#27
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Consider the following:EvolutionSelectionReproductionMutationWhich of the following are found in genetic algorithms?b, c and d onlyb and d onlya, b, c and da, b and d onl...
#28
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Reasoning strategies used in expert systems includeForward chaining, backward chaining and problem reductionForward chaining, backward chaining and boundary mutationForwa...
#29
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The mean-end analysis process centers around the detection of differences between the current state and goal state. Once such a difference is isolated, an operator that c...
#30
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If an artificial variable is present in the ‘basic variable’ of optimal simplex table then the solution is Alternative solutionInfeasible solutionUnbounded solutionDe...
#31
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Means-Ends Analysis process centres around the detection of difference between the current state and the goal state. Once such a difference is found, then to reduce the d...
#32
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The Blocks World Problem in Artificial Intelligence is normally discussed to explain aSearch techniquePlanning systemConstraint satisfaction systemKnowledge base system
#33
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Match the following:a. Supervised learning1. The decision system receives rewards for its action at the end of a sequence of stepsb. Unsupervised learning2. Manual labels...
#34
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An expert system shell is an expert system withoutdomain knowledgeexplanation facilityreasoning with knowledgeall of the above
#35
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You are given an OR problem and XOR problem to solve. Then, which one of the following statements is true?Both OR and XOR problems can be solved using single layer perce...
#36
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$A^*$ algorithm uses $f’=g+h’$ to estimate the cost of getting from the initial state to the goal state, where $g$ is a measure of cost getting from initial state to ...
#37
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Perceptron learning, Delta learning and $LMS$ learning are learning methods which falls under the category ofError correction learning - learning with a teacherReinforcem...
#38
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​​​​​​Let $h_{1}$ and $h_{2}$ be two admissible heuristics used in $A^{*}$ search.Which ONE of the following expressions is always an admissible heuristic?$h_...
#39
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Consider two admissible heuristic functions, \(h_1\) and \(h_2\). Determine which of the following combinations are admissible:\(\frac{h_1}{h_2}\) \(\left(h_2 0\right)\)...
#40
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You are provided with three images, each depicting a different face of a six-sided dice. Based on these images, determine the correct option.