mercs-v5
Tree ensemble model
An implementation of a multi-directional ensemble learning method for classification and regression tasks using decision trees
Multi-directional Ensembles of Classification and Regression treeS
4 stars
2 watching
5 forks
Language: Jupyter Notebook
last commit: over 6 years agoLinked from 1 awesome list
benedekrozemberczki/awesome-decision-tree-papersRelated projects:
| Repository | Description | Stars |
|---|---|---|
 ryanbressler/cloudforest | A high-performance ensemble learning framework for decision trees in Go. | 740 |
 vidalt/ba-trees | Transforms random forests into minimal-size trees with the same prediction function across the entire feature space. | 64 |
 reiinakano/xcessiv | A tool to automate the creation and optimization of stacked machine learning ensembles. | 1,268 |
 rgf-team/rgf | A collection of implementations and wrappers for a tree ensemble machine learning method | 379 |
 ikki407/stacking | A Python library implementing Stacked Generalization (Ensemble Learning) for combining multiple machine learning models to improve prediction accuracy. | 222 |
 chong-z/tree-ensemble-attack | An approach to create adversarial examples for tree-based ensemble models | 22 |
 andosa/treeinterpreter | Provides a way to decompose scikit-learn model predictions into bias and feature contribution components. | 745 |
 aagarwal1996/additive_trees | Repository for reproducing experiments and figures from a decision tree paper, implementing additive models for trees | 2 |
 flennerhag/mlens | A Python library for building and training ensemble machine learning models | 849 |
 weecology/deeptreeattention | An implementation of a deep learning model for tree species classification from hyperspectral images | 120 |
 ayrat555/rock | An Elixir implementation of a robust clustering algorithm for categorical attributes | 11 |
 medhiwidjaja/nary_tree | An Elixir implementation of a generic tree data structure with node-based model and traversal APIs | 18 |
 serengil/chefboost | A Python library providing a lightweight framework for building decision trees with categorical feature support | 463 |
 rtanno21609/adaptiveneuraltrees | An implementation of Adaptive Neural Trees in PyTorch for deep learning | 151 |
 fabiocaccamo/django-treenode | A Django project providing an abstract model and admin interface for tree-based data structures. | 690 |