RPMM

RPMM

R Project From Austria 1 vote

RPMM is a sophisticated machine learning software utilizing a Recursively Partitioned Mixture Model to analyze Beta and Gaussian mixtures. It excels in model-based cluste... RPMM is a sophisticated machine learning software utilizing a Recursively Partitioned Mixture Model to analyze Beta and Gaussian mixtures. It excels in model-based clustering by generating a hierarchical class structure, offering insights similar to hierarchical clustering and finite mixture models. More information can be found at https://CRAN.R-project.org/package=RPMM.

Top RPMM Alternatives

1 rgenoud

rgenoud

rgenoud is an advanced machine learning software that integrates a genetic algorithm with a derivative optimizer, enabling efficient global optimization....

R Project From Austria
1 vote
2 bst: Gradient Boosting

bst: Gradient Boosting

The bst package implements a functional gradient descent algorithm tailored for various convex and non-convex loss functions, addressing both classical...

R Project From Austria
1 vote
3 partykit

partykit

Partykit offers a robust toolkit for representing, summarizing, and visualizing tree-structured regression and classification models. It facilitates seamless integration with...

R Project From Austria
1 vote
4 FRBS

FRBS

FRBS is a robust implementation of various learning algorithms tailored for classification and regression tasks using fuzzy rule-based systems. It...

R Project From Austria
1 vote
5 mboost

mboost

mboost implements a functional gradient descent algorithm for optimizing general risk functions through component-wise (penalised) least squares or regression trees....

R Project From Austria
1 vote
6 RGP

RGP

The 'rgp' package is a specialized machine learning software designed for genetic programming. Although it has been archived since January...

R Project From Austria
1 vote
7 maptree

maptree

Maptree is a sophisticated machine learning software that facilitates graphing, pruning, and mapping models derived from hierarchical clustering, as well...

R Project From Austria
1 vote
8 CORElearn

CORElearn

CORElearn offers a robust suite of C++ machine learning algorithms integrated with R, facilitating various classification and regression techniques. It...

R Project From Austria
1 vote
9 Cubist

Cubist

Cubist is a machine learning software that specializes in regression modeling through rule-based approaches enhanced by instance-based corrections. It effectively...

R Project From Austria
1 vote
10 svmpath

svmpath

svmpath efficiently computes the complete regularization path for two-class SVM classifiers, maintaining computational efficiency comparable to a single SVM fit....

R Project From Austria
1 vote
11 C5.0: Decision Trees and Rule-Based Models

C5.0: Decision Trees and Rule-Based Models

C5.0 is a robust machine learning software that builds upon Quinlan's foundational work in decision trees and rule-based models. It...

R Project From Austria
1 vote
12 tgp

tgp

tgp is an advanced tool for Bayesian nonstationary, semiparametric nonlinear regression using treed Gaussian processes with jump capabilities. It encompasses...

R Project From Austria
1 vote
13 Rmalschains

Rmalschains

Rmalschains implements memetic algorithms with local search chains, enhancing continuous optimization through a hybrid approach that combines genetic algorithms and...

R Project From Austria
1 vote
14 oblique.tree

oblique.tree

The oblique.tree package is a machine learning software designed for advanced decision tree modeling. It enables users to construct trees...

R Project From Austria
1 vote
15 The Libra Toolkit

The Libra Toolkit

The Libra Toolkit comprises a suite of algorithms designed for learning and inference in discrete probabilistic models, such as Bayesian...

The Libra Toolkit From United States
1 vote

Company Information

  • Company: R Project
  • Country: Austria

We use cookies to improve your experience on eBool.