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ML and AI Flashcards | StudBud
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ML and AI
ML and AI
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1
Which of the following machine learning algorithm is based upon the idea of bagging?
regression
decision tree
optimisation
Random-forest
2
Choose the correct advantages of CBR
All of the above
Knowledge is in a form understandable by human
A local approx is found for each test case
Fast to train
3
Identify the model which is trained with data in only a single batch
both A and B
B. batch learning
none of the above
A. offline learning
4
Machine learning is a subset of which of the following
none of the above
Data learning
Deep learning
Artificial intelligence
5
Identify the kind of learning algorithm for “facial identities for facial expressions”
Recognizing anomalies
Prediction
Recognition patterns
Generating Patterns
6
Among the following option identify the one which is not a type of learning
supervised learning
semi-supervised learning
unsupervised learning
Reinforcement learning
7
In PCA the number of input dimensions is equal to principal components
True
False
8
The backpropagation law is also known as the generalized Delta rule
False
True
9
Which of the following is not machine learning disciplines?
information theory
physics
optimisation + control
Neuro statistics
10
Full form of PAC is _____________
Probably Approx Cost
Probability Approx Communication
Probably Approx Correct
Probably Approximate Computation
11
What does K stand for in K mean algorithm?
number of data
number of iterations
number of attributes
number of clusters
12
Identify the incorrect numerical functions in the various function representation of machine learning
Case-based
Neural network
Support vector machines
Linear regression
13
Among the following options identify the one which is false regarding regression
It discovers casual relationships
It is used for interpretation
It is used for the prediction
It relates inputs to outputs
14
Select the correct definition of neuro software
none of the above
It is a powerful and easy neural network
It is software used to analyze neurons
It is software used by neurosurgeons
15
The father of machine learning is _____________
Geoffrey Everest
Geoffrey Hill
Geoffrey Chaucer
none of the above
