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Supervised Learning: Classification and Regression
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layout.md
section_Regression_label_RegSection__.tex subsection_Introduction_The_goal_of__.tex figures/FsRegressionVariables/FsRegressionVariables.png We_selected_the_model_that__.tex figures/ResidFsRegression/ResidFsRegression.png subsubsection_FFSOLS_regression_using_the__.tex figures/FsRegressionLogVariables/FsRegressionLogVariables.png The_residuals_as_a_function__.tex figures/ResidFsLogRegression/ResidFsLogRegression.png subsubsection_Model_interpretation_label_ModelInterpretationSubsubsection__.tex subsection_Artificial_Neuronal_Network_ANN__.tex figures/ResidAnnTraining1/ResidAnnTraining1.png figures/ResidAnnTest1/ResidAnnTest1.png subsubsection_Comparison_of_the_results__.tex figures/RegAnnBoxPlotPerformance1/RegAnnBoxPlotPerformance1.png To_verify_that_the_performance__.tex figures/AnnMeanBoxPlotPerformance1/AnnMeanBoxPlotPerformance1.png figures/RegMeanBoxPlotPerformance1/RegMeanBoxPlotPerformance1.png section_Classification_label_ClassificationSection_subsection__.tex subsection_Application_of_classification_methods__.tex subsection_Prediction_of_a_new__.tex subsection_Statistical_comparison_of_the__.tex section_Comparison_with_literature_label__.tex section_Appendix_subsection_Regression_OLS__.tex figures/Heteroscedasticity1/Heteroscedasticity1.png One_can_see_the_residuals__1.tex figures/DistriResiOLSFinal1/DistriResiOLSFinal1.png Nonetheless_one_can_see_on__.tex subsubsection_Prediction_of_new_data__.tex subsection_Regression_LASSO_label_RegressionLASSOSubsection__.tex figures/LassoLarsePath1/LassoLarsePath1.png