We ran linear classifiers on the Abalone age prediction dataset. The classifiers we used - Perceptron, SVM (Support Vector Machine) and Passive Aggresive.
Since the data isn't linearly seperable, we got accuracy rates of 55%-60%.
The program runs on python. It receives the data files as parameters to main in the following order:
(train_x.txt train_y.txt test_x.txt test_y.txt)
Aside from the default files, I uploaded 4 more train files.