simple classifier with perceptron (university assignment)
In this project, the goal is to implement a classifier to predict if a passenger is satisfied with his travel services or not (airline passengers satisfaction dataset)
in firts phase, perceptron classifier used for prediction
the final result score is 83%
in second phase, we test RBFSampler & PolynomialCountSketch kernels for mapping dataset to new feature space, to see if it helps us to get higher score or not.
RBF score: 86%
polynomial score: 92%