This project implements a Logistic Regression model to classify handwritten digits using the popular Scikit-learn digits dataset. The model is enhanced with standard scaling for feature normalization ...

Data Preparation for Modeling Splitting the Data The dataset was split into features (X) and target (y), and further divided into training and validation subsets: Model Building and Evaluation Model ...

The function exp(x) is Euler's number, approximately 2.718, raised to the power of x. If y = exp(x) the Calculus derivative is y * (1 – y) which turns out to be important when training a basic ...