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Prediction_wage_of_permanent_visa

Prediction wage of permanent visa holder, with classification and regression. Before prediction, do a lot of data preprocessing.

screen shot 01
Regression: Linear regression, Ridge regression, Lasso regression, BayesianRidge, Decision Tree, xgboost, SGD, AdaBoostRegressor

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Classification: Random forest classifier, Decision Tree, Linear SVC, Gaussian NB, K Nearest Neighbor, SGD Classifier
Label all target variable using equal width.

screen shot 2019-01-06 at 3 31 38 pm