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)

Project Activity

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License

GNU General Public License version 2.0 (GPLv2)

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Additional Project Details

Programming Language

C++

Related Categories

C++ Machine Learning Software

Registered

2010-01-18

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