Tarea 5: Clasificación usando árboles de decisión
Clasificación de medicamentos según variables clínicas y valores en sangre con árboles de decisión, validación cruzada, importancia de características y comparación con top 3.
Hello, I'm
Andrés Cruz Chipol
Master's Student in Computer Science at CINVESTAV. Passionate about AI, Machine Learning, and Computer Vision.
Recent Assignments
Tarea 4: El problema multiclase con MVS
Con los mismos datos del problema multiclase (regresión logística), resolver con MVS y presentar ambas gráficas de superficies de decisión para compararlas.
Tarea 4: El Oscilador Caótico Funcionando en el FPGA
Extracción de datos del FPGA vía UART, verificación de recursos, validación en C y visualización de diagramas de fase del oscilador caótico de Lü
M.Sc. in Computer Science
Passionate about AI, algorithms, and technology. Currently focused on Machine Learning and Computer Vision at Cinvestav IPN.
Read more →Current Courses
Machine Learning
Study of algorithms and statistical models. Covers supervised and unsupervised learning, neural networks, and model evaluation.
Theory of Computation
Fundamental concepts including automata theory, formal languages, computability, and complexity theory.
Game Theory
Strategic decision-making analysis. Competitive scenarios, Nash equilibrium, and applications in CS.
Computer Architecture
Processor architecture, memory hierarchy, instruction sets, and performance optimization.
Previous Courses
Algorithm Analysis
Efficiency and complexity.
Artificial Intelligence
Intro to AI and agents.
Advanced Programming
Software engineering.
Discrete Mathematics
Logic and graph theory.