elf project

We have hosted the application elf project in order to run this application in our online workstations with Wine or directly.

Quick description about elf project:

The name stands for ensemble learning framework. It is a collection of machine learning algorithms for classification and regression with the possibility of connecting them together via ensemble learning. It is written in C++.

Features:

• Supervised machine learning
• Ensemble learning possible (stacking, bagging, cascade, residual)
• For classification (multiclass) and regression datasets
• Parameter selection with cross-validation or bagging
• Many well implemented base learners (LR,PR,NN,KNN,KRR,GBDT)

Programming Language: C++.
Categories: