maptree

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

1

Cubist

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

By: R Project From Austria
2

mboost

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

By: R Project From Austria
3

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.

By: R Project From Austria
4

partykit

Partykit offers a robust toolkit for representing, summarizing, and visualizing tree-structured regression and classification models.

By: R Project From Austria
5

Rmalschains

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

By: R Project From Austria
6

rgenoud

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

By: R Project From Austria
7

LogicReg

Users can explore advanced modeling techniques using this robust tool...

By: R Project From Austria
8

RPMM

It excels in model-based clustering by generating a hierarchical class structure, offering insights similar to...

By: R Project From Austria
9

Quantile Regression Forests

It adeptly manages predictor variables of mixed classes, enhancing its versatility...

By: R Project From Austria
10

bst: Gradient Boosting

It serves as a versatile tool for machine learning practitioners, enhancing predictive modeling capabilities...

By: R Project From Austria
11

CoxBoost

While it was previously available on the CRAN repository, it has been archived due to...

By: R Project From Austria
12

FRBS

It enables users to construct models defined by human experts through a framework that adheres...

By: R Project From Austria
13

Random Forest

It operates by generating random inputs, enhancing model accuracy and robustness...

By: R Project From Austria
14

RGP

Although it has been archived since January 2, 2018, users can still access previous versions...

By: R Project From Austria
15

kernlab

It features robust algorithms like Support Vector Machines, Spectral Clustering, Kernel PCA, Gaussian Processes, and...

By: R Project From Austria