Neural Networks LDS1081

Kessler Multiclass Classification

Heriberto Espino Montelongo

Nov 2025

Summary

A from-scratch multiclass classifier based on the Kessler construction, reported at 100% accuracy in the course exercise.

Context

The notebook develops the multiclass transformation and classifier implementation directly rather than relying only on a high-level library estimator.

Main contributions

  • Implements the Kessler multiclass construction from scratch.
  • Builds the associated classifier in a reproducible notebook.
  • Reports 100% classification accuracy for the exercise.