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COMP30027 - Quiz from LMS

This class was created by Brainscape user Dara O hEidhin. Visit their profile to learn more about the creator.

By: Dara O hEidhin
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Decks in this class (20)

0.0 Big O
What is the model size for 0 r,
What is the model size for a gene...,
What is the training complexity f...
8  cards
2.1 Probability and entropy
What is marginal probability,
What is joint probability,
What is conditional probability
10  cards
2.2 Naive Bayes
How does a supervised classifier ...,
Bayes rule can be used to express...,
Which term is the prior likelihoo...
6  cards
3.1 Discrete and continuous data
What is probability density,
What is kernel density estimation,
One hot encoding converts a nomin...
10  cards
3.2 Model evaluation
What is random holdout,
What is precision,
What is specificity
13  cards
4.1 Decision trees
What is the stopping criterion in...,
What is information gain,
How is information gain calculated
15  cards
4.2 Instance-based Learning
What is the difference between so...,
Whats the difference between knn ...,
Using nearest neighbor nn classif...
6  cards
5.1 SVM
Whats the meaning of 0 weighted l...,
Which is the best hyperplane for ...,
Which of the following descriptio...
6  cards
5.2 Interpretation
Consider the skin cancer screenin...,
Which of the following are hyperp...,
Which statements are incorrect se...
5  cards
6.1 Linear Regression
If two variables x and y have a v...,
In the folloing figure which poin...,
If a linear regression fits the t...
4  cards
6.2 Logistic Regression
Typically logistic regression can...,
In logistic regression if x 1 the...,
The overall likelihood function i...
4  cards
7.1 Classifier Combination
What is boosting,
What is bagging,
What are the techniques that use ...
9  cards
7.2 Feature Selection
What is the full wrapper method,
What is forward selection,
What is backward elimination
7  cards
8.1 Model Evaluation 2
What is model bias,
What is model variance,
Which of the following is more ha...
6  cards
9.2 Sequential Models
What is the forward algorithm,
What is the the viterbi algorithm,
Given a markov chain in the follo...
8  cards
10.1 Perceptron
What is the relu function,
A neural network with a single ne...,
What is a sigmoid activation
9  cards
10.2 Deep learning
A neural network embedding maps i...,
Which operation in a convolutiona...,
If a deep neural network is overf...
4  cards
11.1 Mixture models
Which of these produces strictly ...,
Suppose you input a pair of value...,
Model likelihood is guaranteed to...
5  cards
11.2 Semi-supervised learning
Which of these methods would most...,
Which of these is an important as...,
Which of these describes a query ...
4  cards
Exam 2017
What is the primary difference be...,
Indicate which of numeric ordinal...,
Indicate which of numeric ordinal...
30  cards

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COMP30027 - Quiz from LMS

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