Dataset loaded: 2500 samples, 12 features. Classification problem with 2 categories, comparison between the highly optimized Sk-Learn SVM implementation and my custom implementation with a 10-fold ...

Visualizations in both 2D and 3D supported this result, illustrating how the RBF kernel successfully transformed the data into a space where linear separation became possible. So this code ...

Accurate classification of breast cancer into distinct molecular subtypes is crucial for personalized treatment and improved patient outcomes. Despite advancements in machine learning, predicting ...