TahaTabatabaei / perceptron-classifier

simple classifier with perceptron (university assignment)

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perceptron-classifier

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%

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simple classifier with perceptron (university assignment)


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