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Depressive Sx alter mPFC persistence following positive PEs

Este documento presenta la resolución de ecuaciones de segundo grado y sistemas de ecuaciones lineales de dos incógnitas utilizando el lenguaje R. Incluye ejemplos aplicados, métodos paso a paso y el uso de funciones propias de R para el cálculo algebraico.

This project explores three machine learning classifiers Decision Trees, Random Forest, and AdaBoost using the Bank Marketing dataset. I tuned each model using cross-validation and SMOTE to address class imbalance and evaluated them using ROC-AUC and PR-AUC metrics. The final report compares all models and sets the stage for future SVM exploration in Assignment 3.

This is a brief introduction to simple linear regression, with some examples of its use in R.