Artificial Intelligence MCQs with Answers
Practice important Artificial Intelligence MCQs with answers and explanations.
Multiple Choice Questions
Q1191: If gain for attribute B in subset S’ is 0, what does it indicate?
- A: B is very informative
- B: B perfectly splits the data
- C: B has no information gain
- D: B has max entropy
View Answer
C
Q1192: Which of the following does NOT affect entropy?
- A: Number of examples
- B: Positive/Negative ratio
- C: Log base used
- D: Attribute name
View Answer
D
Q1193: Fill in the blank: ID3 constructs a _______ tree based on information gain.
- A: Binary
- B: Decision
- C: Spanning
- D: Search
View Answer
B
Q1194: Which learning paradigm is inspired by biology and involves a network of parallel distributed computing?
- A: Decision Trees
- B: Artificial Neural Networks
- C: Support Vector Machines
- D: Genetic Algorithms
View Answer
B
Q1195: What tasks are well suited for the connectionist approach in artificial neural networks?
- A: Classification and Pattern Recognition
- B: Only Prediction
- C: Only Data Storage
- D: Only Image Editing
View Answer
A
Q1196: The process where several weak signals combine to form a single large signal in a neuron is called ________.
- A: Spatial summation
- B: Temporal summation
- C: Synaptic transmission
- D: Axon firing
View Answer
A
Q1197: Temporal summation in neurons converts ________.
- A: Multiple weak signals from different sources into one large signal
- B: A rapid series of weak pulses from one source into one large signal
- C: One strong pulse into several weak signals
- D: None of the above
View Answer
B
Q1198: The axon hillock in a neuron decides whether the neuron will fire based on whether the input exceeds the ________.
- A: Threshold value
- B: Synapse
- C: Neuron cell body
- D: Dendritic tree
View Answer
A
Q1199: What is the function of the soma in a neuron?
- A: Signal processing
- B: Signal transmission
- C: Maintenance of neuron functionality
- D: Generating output signal
View Answer
C
Q1200: Biological Neural Networks are generally ________ compared to computers.
- A: Slower but more fault tolerant
- B: Faster but less fault tolerant
- C: Slower and less fault tolerant
- D: Faster and more fault tolerant
View Answer
A