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Data Mining

This class was created by Brainscape user Juan Carlos Jaramillo. Visit their profile to learn more about the creator.

By: Juan Carlos Jaramillo
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Decks in this class (12)

Data Preparation
Preprocessing,
Steps,
Reduce noise pca numeric svd
6  cards
Text Mining
Nlp,
Information retrieval,
Document similarity vector space ...
17  cards
Credibility: Robust Evaluation Models
Credibility,
Metrics performance evaluation ho...,
Metrics performance evaluation cl...
11  cards
Ensembles
Ensembles,
Bagging,
Random forests
8  cards
Decision Trees
Information gain,
Highly branching,
Information gain ratio
8  cards
Naive Bayes
Naive bayes,
Zero frequency problem,
Missing values
5  cards
K Nearest
K nearest,
Elements,
Similarity measure
6  cards
Classification
Classification,
Evaluation,
Logistic regression
9  cards
Regression
Simple linear regression,
Compute best weights,
Multiple linear regression
8  cards
Representative Based
Representative based,
Brute force,
K means
15  cards
Hierarchical
Hierarchical,
Algorithm,
Complexity
7  cards
Clustering
Clustering,
Distances,
Scikit learn encoders
4  cards

More about
Data Mining

  • Class purpose General learning

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