Project Overview

The project focuses on building a model that would be able to classify if a grid is stable or unstable. The project chronicles into an electricity company based in Europe. I concentrated on models that would be instrumental to the business problem, which brought about the project.

The dataset for the project contains 12 predictive features and 2 dependent variables, together with 10,000 samples.

Into the project execution, more than one model were built, which I later settled for the one that was the more efficient and accurate in the prediction of the target variable.