
maptree
Maptree is a sophisticated machine learning software that facilitates graphing, pruning, and mapping models derived from hierarchical clustering, as well as classification and regression trees. It provides users with example data to streamline the process and enhance model visualization. More information can be found at https://CRAN.R-project.org/package=maptree.
Top maptree Alternatives
Cubist
Cubist is a machine learning software that specializes in regression modeling through rule-based approaches enhanced by instance-based corrections.
mboost
mboost implements a functional gradient descent algorithm for optimizing general risk functions through component-wise (penalised) least squares or regression trees.
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.
partykit
Partykit offers a robust toolkit for representing, summarizing, and visualizing tree-structured regression and classification models.
Rmalschains
Rmalschains implements memetic algorithms with local search chains, enhancing continuous optimization through a hybrid approach that combines genetic algorithms and local search techniques.
rgenoud
rgenoud is an advanced machine learning software that integrates a genetic algorithm with a derivative optimizer, enabling efficient global optimization.
RPMM
It excels in model-based clustering by generating a hierarchical class structure, offering insights similar to...
Quantile Regression Forests
It adeptly manages predictor variables of mixed classes, enhancing its versatility...
bst: Gradient Boosting
It serves as a versatile tool for machine learning practitioners, enhancing predictive modeling capabilities...
CoxBoost
While it was previously available on the CRAN repository, it has been archived due to...
FRBS
It enables users to construct models defined by human experts through a framework that adheres...
Random Forest
It operates by generating random inputs, enhancing model accuracy and robustness...
RGP
Although it has been archived since January 2, 2018, users can still access previous versions...
kernlab
It features robust algorithms like Support Vector Machines, Spectral Clustering, Kernel PCA, Gaussian Processes, and...