-My effort in exploring the implementations of classification techniques.
The dataset contains handwritten letter images that are normalized and converted into 16 X 8 pixels and a label feature that denotes the letter in the image. There are other features(next_id, word_id, position, fold) that are not relevant and not used in the classification process implemented. These features are not relevant because this dataset is taken from another dataset that contains images of 'words' and not letters.
Support Vector Machine
Logistic Regression
Naive Bayes
Decision Tree (Classification And Regression Trees)