Welcome to the MATLAB Framework for ELM in Universidad Loyola Andalucia

This is the documentation is about the MATLAB Framework for Extreme Learning Machine research done in Universidad Loyola Andalucía.

Contents:

• Algorithms
  • Neural Extreme Learning Machine
  • Kernel Extreme Learning Machine
• Ensembles
  • NELM as base learner
    • Bagging ELM
    • AdaBoost ELM
    • Boosting Ridge ELM
    • Negative Correlation ELM
• Metrics
  • Accuracy
  • Loss
  • Root Mean Square Error
  • Diversity
• Target codification
  • J encode
  • J decode
  • J renorm

Indices and tables

• Index
• Module Index
• Search Page