https://github.com/jfilter/naivebayesclassifier
https://github.com/jfilter/naivebayesclassifier
Last synced: 3 months ago
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- Host: GitHub
- URL: https://github.com/jfilter/naivebayesclassifier
- Owner: jfilter
- Created: 2014-12-23T23:04:13.000Z (over 11 years ago)
- Default Branch: master
- Last Pushed: 2015-01-05T17:26:51.000Z (over 11 years ago)
- Last Synced: 2025-12-02T02:09:21.049Z (6 months ago)
- Language: Java
- Homepage:
- Size: 410 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
NaiveBayesClassifier
====================
Naive Bayes Classifier for data set at http://archive.ics.uci.edu/ml/datasets/Car+Evaluation
Team
----
Franz Kuntke, Johannes Filter
Basic Idea
----------
1. Read Data from Files
2. Shuffle Data
3. Take first 2/3 of data as training data
4. Take last 1/3 as test data
5. Build up Classifier
6. Test against test data and save error
* Repeat Steps 2. to 6. and sum up error
* Check out the commented code for more details.
Evaluation
----------
* The classifier classifies about 85% correctly. The error is about 15%.
* Especially 'good' was classified bad.