importpandasaspdfromsklearn.model_selectionimporttrain_test_splitfromsklearn.linear_modelimportLogisticRegression,Ridgefromsklearn.svmimportSVCfromsklearn.treeimportDecisionTreeClassifierfromsklearn.neighborsimportKNeighborsClassifi