Machine Learning/Datasets

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*[http://archive.ics.uci.edu/ml/datasets/Bag+of+Words Bag of Words]
 
*[http://archive.ics.uci.edu/ml/datasets/Bag+of+Words Bag of Words]
 
**Collection of word counts for various types of documents, including Enron emails, scientific papers, and New York Times articles.
 
**Collection of word counts for various types of documents, including Enron emails, scientific papers, and New York Times articles.
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===Reinforcement Learning===

Revision as of 22:49, 15 March 2011

Machine learning is a vast field and there are many different types of problems to be solved. If you find a dataset interesting, try to categorize it (or add a new category) and add it to the links below.

Contents

Classification

  • MNIST Handwritten Digits
    • Classify handwritten digits using this dataset, a very popular one with lots of training examples.
  • Heart Disease
    • Predict whether a person will have heart disease based on a subset of 76 factors.
  • Census Income
    • Try to predict whether a person has an income greater than or less than 50k

Regression

Time Series

Clustering

Text Data

  • Enron Emails
    • Search through Enron's publicly accessible emails.
  • Bag of Words
    • Collection of word counts for various types of documents, including Enron emails, scientific papers, and New York Times articles.


Reinforcement Learning

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