The following Matlab project contains the source code and Matlab examples used for logistic regression with regularization used to classify hand written digits.
This program uses Logistic regression to classify handwritten digits. The data is comprised of a part of the MNIST dataset. 5000 examples are used.
The source code and files included in this project are listed in the project files section, please make sure whether the listed source code meet your needs there.
Project Files:
| File Name | Size |
|---|---|
| license.txt | 1313 |
| cost.m | 849 |
| data.mat | 7511764 |
| displayData.m | 1502 |
| fmincg.m | 8742 |
| LogisticRegression.m | 1488 |
| LRClassifier.m | 953 |
| predict.m | 363 |
| README.txt | 1915 |
| sigmoid.m | 78 |
| splitData.m | 1427 |
