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Knowledge Discovery and Data Mining

This class was created by Brainscape user Lucas Peri. Visit their profile to learn more about the creator.

By: Lucas Peri
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Decks in this class (9)

Intro and Association Rules
Major data mining tasks 1,
What type of data do association ...,
What are association rules 3
17  cards
Supervised Learning
Informally what is the purpose of...,
The need for generalisation 2
2  cards
Naive Bayes
What topics are covered in the ou...,
What is the mathematical formula ...,
In bayesian classification what d...
5  cards
Decision Trees
What type of nodes are decision t...,
How do you classify a new example 2,
What are the basic ideas of decis...
4  cards
Classification Models
What is the motivation for learni...,
What are the two approaches to in...,
Define global interpretability 3
33  cards
Clustering
On a basic level how is clusterin...,
What are the two clustering algor...,
What are agglomerative algorithms 3
18  cards
Evaluating Classification Models
What is the most used evaluation ...,
What is k fold cross validation 2,
How do you judge the accuracy of ...
4  cards
Bias Variance Trade off and Inductive Bias
Reducing bias when having a large...,
Reduce variance having a large bi...,
What do machine learning algorith...
11  cards
Instance Based Learning
What is the assumption of inducti...,
What are the components of an ibl...,
What is the distance function 3
9  cards

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Knowledge Discovery and Data Mining

  • Class purpose General learning

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