Machine Learning/Datasets: Difference between revisions

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*[http://yann.lecun.com/exdb/mnist/ MNIST Handwritten Digits]
*[http://yann.lecun.com/exdb/mnist/ MNIST Handwritten Digits]
**Classify handwritten digits using this dataset, a very popular one with lots of training examples.
**Classify handwritten digits using this dataset, a very popular one with lots of training examples.
*[http://archive.ics.uci.edu/ml/datasets/Heart+Disease Heart Disease]
**Predict whether a person will have heart disease based on a subset of 76 factors.
*[http://archive.ics.uci.edu/ml/datasets/Census-Income+%28KDD%29 Census Income]
*[http://archive.ics.uci.edu/ml/datasets/Census-Income+%28KDD%29 Census Income]
**Try to predict whether a person has an income greater than or less than 50k
**Try to predict whether a person has an income greater than or less than 50k

Revision as of 22:31, 14 March 2011

This page describes in detail the datasets used for the NBML Course.

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

Clustering