Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

Top 1.8% on cran.r-project.org
Top 2.6% downloads on cran.r-project.org
Top 0.9% dependent packages on cran.r-project.org
Top 1.0% dependent repos on cran.r-project.org
Top 2.9% docker downloads on cran.r-project.org

cran.r-project.org : mlbench

Machine Learning Benchmark Problems

Registry - Documentation - JSON
purl: pkg:cran/mlbench
License: GPL-2.0
Latest release: 29 days ago
First release: over 25 years ago
Dependent packages: 112
Dependent repositories: 266
Downloads: 35,396 last month
Docker dependents: 97
Docker downloads: 81,745
Last synced: 4 days ago

arulesCBA 1.2.7
Classification Based on Association Rules
19 versions - Latest release: 16 days ago - 3 dependent packages - 4 dependent repositories - 2.12 thousand downloads last month - 2 stars on GitHub - 1 maintainer
counterfactuals 0.1.4
Counterfactual Explanations
3 versions - Latest release: 17 days ago - 481 downloads last month - 19 stars on GitHub - 1 maintainer
Top 6.0% on cran.r-project.org
tram 1.0-4
Transformation Models
31 versions - Latest release: 18 days ago - 11 dependent packages - 10 dependent repositories - 2.53 thousand downloads last month - 1 maintainer
stressor 0.2.0
Algorithms for Testing Models under Stress
2 versions - Latest release: 30 days ago - 560 downloads last month - 1 maintainer
Top 2.3% on cran.r-project.org
party 1.3-15
A Laboratory for Recursive Partytioning
122 versions - Latest release: about 1 month ago - 65 dependent packages - 153 dependent repositories - 21.4 thousand downloads last month - 1 maintainer
mlt.docreg 1.1-8
Most Likely Transformations: Documentation and Regression Tests
32 versions - Latest release: about 1 month ago - 1 dependent package - 1 dependent repositories - 1.01 thousand downloads last month - 1 maintainer
Top 7.3% on cran.r-project.org
mboost 2.9-10
Model-Based Boosting
74 versions - Latest release: about 1 month ago - 39 dependent packages - 66 dependent repositories - 4.49 thousand downloads last month - 71 stars on GitHub - 1 maintainer
Top 6.4% on cran.r-project.org
sparklyr 1.8.6
R Interface to Apache Spark
58 versions - Latest release: about 1 month ago - 29 dependent packages - 141 dependent repositories - 59.6 thousand downloads last month - 1 maintainer
Top 5.5% on cran.r-project.org
mlr3 0.19.0 💰
Machine Learning in R - Next Generation
34 versions - Latest release: about 1 month ago - 47 dependent packages - 76 dependent repositories - 10.5 thousand downloads last month - 880 stars on GitHub - 1 maintainer
Top 8.1% on cran.r-project.org
mlr3pipelines 0.5.2 💰
Preprocessing Operators and Pipelines for 'mlr3'
23 versions - Latest release: about 1 month ago - 17 dependent packages - 34 dependent repositories - 5.54 thousand downloads last month - 130 stars on GitHub - 1 maintainer
stream 2.0-2
Infrastructure for Data Stream Mining
27 versions - Latest release: about 1 month ago - 3 dependent packages - 8 dependent repositories - 1.09 thousand downloads last month - 35 stars on GitHub - 1 maintainer
explainer 1.0.1
Machine Learning Model Explainer
2 versions - Latest release: about 1 month ago - 351 downloads last month - 3 stars on GitHub - 1 maintainer
flexOR 1.0.0
Flexible Odds Ratio Curves
2 versions - Latest release: about 1 month ago - 307 downloads last month - 2 stars on GitHub - 1 maintainer
mlr3cluster 0.1.9 💰
Cluster Extension for 'mlr3'
10 versions - Latest release: 2 months ago - 3 dependent packages - 7 dependent repositories - 3.39 thousand downloads last month - 19 stars on GitHub - 1 maintainer
bnclassify 0.4.8
Learning Discrete Bayesian Network Classifiers from Data
14 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 595 downloads last month - 18 stars on GitHub - 1 maintainer
datarobot 2.18.6
'DataRobot' Predictive Modeling API
25 versions - Latest release: 3 months ago - 2 dependent repositories - 773 downloads last month - 1 maintainer
nestedcv 0.7.8
Nested Cross-Validation with 'glmnet' and 'caret'
14 versions - Latest release: 3 months ago - 683 downloads last month - 7 stars on GitHub - 1 maintainer
mlexperiments 0.0.3
Machine Learning Experiments
2 versions - Latest release: 3 months ago - 2 dependent packages - 1 dependent repositories - 512 downloads last month - 5 stars on GitHub - 1 maintainer
mllrnrs 0.0.3
R6-Based ML Learners for 'mlexperiments'
2 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 335 downloads last month - 1 stars on GitHub - 1 maintainer
fastshap 0.1.1
Fast Approximate Shapley Values
8 versions - Latest release: 3 months ago - 6 dependent packages - 4 dependent repositories - 2.16 thousand downloads last month - 111 stars on GitHub - 1 maintainer
Top 2.4% on cran.r-project.org
SuperLearner 2.0-29
Super Learner Prediction
15 versions - Latest release: 3 months ago - 42 dependent packages - 95 dependent repositories - 262 stars on GitHub - 1 maintainer
FuzzyClass 0.1.6
Fuzzy and Non-Fuzzy Classifiers
7 versions - Latest release: 4 months ago - 287 downloads last month - 1 stars on GitHub - 1 maintainer
alookr 0.3.9
Model Classifier for Binary Classification
7 versions - Latest release: 4 months ago - 342 downloads last month - 12 stars on GitHub - 1 maintainer
arf 0.2.0
Adversarial Random Forests
3 versions - Latest release: 4 months ago - 327 downloads last month - 7 stars on GitHub - 1 maintainer
Top 7.0% on cran.r-project.org
pre 1.0.7
Prediction Rule Ensembles
18 versions - Latest release: 5 months ago - 2 dependent packages - 33 dependent repositories - 1.24 thousand downloads last month - 56 stars on GitHub - 1 maintainer
Top 4.6% on cran.r-project.org
h2o 3.44.0.3
R Interface for the 'H2O' Scalable Machine Learning Platform
50 versions - Latest release: 5 months ago - 30 dependent packages - 288 dependent repositories - 14.9 thousand downloads last month - 6,710 stars on GitHub - 1 maintainer
skedastic 2.0.2
Handling Heteroskedasticity in the Linear Regression Model
7 versions - Latest release: 5 months ago - 1 dependent repositories - 1.99 thousand downloads last month - 6 stars on GitHub - 1 maintainer
Top 7.1% on cran.r-project.org
BoomSpikeSlab 1.2.6
MCMC for Spike and Slab Regression
17 versions - Latest release: 6 months ago - 3 dependent packages - 5 dependent repositories - 11.2 thousand downloads last month - 1 maintainer
Top 7.3% on cran.r-project.org
klaR 1.7-3
Classification and Visualization
38 versions - Latest release: 6 months ago - 28 dependent packages - 85 dependent repositories - 16.5 thousand downloads last month - 1 maintainer
easyalluvial 0.3.2
Generate Alluvial Plots with a Single Line of Code
9 versions - Latest release: 6 months ago - 1 dependent package - 3 dependent repositories - 407 downloads last month - 108 stars on GitHub - 1 maintainer
Top 2.8% on cran.r-project.org
randomForestSRC 3.2.3
Fast Unified Random Forests for Survival, Regression, and Classification (RF-SRC)
50 versions - Latest release: 6 months ago - 28 dependent packages - 69 dependent repositories - 16.5 thousand downloads last month - 1 maintainer
Top 4.6% on cran.r-project.org
e1071 1.7-14
Misc Functions of the Department of Statistics, Probability Theory Group (Formerly: E1071), TU Wien
74 versions - Latest release: 6 months ago - 379 dependent packages - 1,645 dependent repositories - 434 thousand downloads last month - 1 maintainer
interactionRCS 0.1.1
Calculate Estimates in Models with Interaction
2 versions - Latest release: 6 months ago - 247 downloads last month - 1 maintainer
tidydann 1.0.0
Add the 'dann' Model and the 'sub_dann' Model to the Tidymodels Ecosystem
2 versions - Latest release: 6 months ago - 177 downloads last month - 1 maintainer
Top 7.2% on cran.r-project.org
isotree 0.5.24
Isolation-Based Outlier Detection
27 versions - Latest release: 6 months ago - 6 dependent packages - 6 dependent repositories - 1.07 thousand downloads last month - 176 stars on GitHub - 1 maintainer
Top 8.3% on cran.r-project.org
auditor 1.3.5
Model Audit - Verification, Validation, and Error Analysis
10 versions - Latest release: 7 months ago - 3 dependent packages - 3 dependent repositories - 1.35 thousand downloads last month - 58 stars on GitHub - 1 maintainer
dann 1.0.0
Discriminant Adaptive Nearest Neighbor Classification
6 versions - Latest release: 8 months ago - 1 dependent package - 1 dependent repositories - 291 downloads last month - 1 maintainer
Top 10.0% on cran.r-project.org
caretEnsemble 2.0.3
Ensembles of Caret Models
5 versions - Latest release: 8 months ago - 2 dependent packages - 6 dependent repositories - 2.94 thousand downloads last month - 226 stars on GitHub - 1 maintainer
mlearning 1.2.1
Machine Learning Algorithms with Unified Interface and Confusion Matrices
3 versions - Latest release: 9 months ago - 1 dependent package - 5 dependent repositories - 324 downloads last month - 1 maintainer
FSelector 0.34
Selecting Attributes
10 versions - Latest release: 9 months ago - 10 dependent packages - 18 dependent repositories - 2.6 thousand downloads last month - 12 stars on GitHub - 1 maintainer
Top 7.0% on cran.r-project.org
vip 0.4.1
Variable Importance Plots
10 versions - Latest release: 9 months ago - 14 dependent packages - 33 dependent repositories - 8.68 thousand downloads last month - 186 stars on GitHub - 1 maintainer
gamclass 0.62.5
Functions and Data for a Course on Modern Regression and Classification
8 versions - Latest release: 9 months ago - 1 dependent repositories - 368 downloads last month - 1 maintainer
aum 2023.6.14
Area Under Minimum of False Positives and Negatives
3 versions - Latest release: 12 months ago - 359 downloads last month - 1 stars on GitHub - 1 maintainer
clusterSim 0.51-3
Searching for Optimal Clustering Procedure for a Data Set
46 versions - Latest release: 12 months ago - 10 dependent packages - 20 dependent repositories - 4.37 thousand downloads last month - 1 maintainer
FFTrees 2.0.0
Generate, Visualise, and Evaluate Fast-and-Frugal Decision Trees
22 versions - Latest release: 12 months ago - 1 dependent package - 3 dependent repositories - 515 downloads last month - 135 stars on GitHub - 1 maintainer
adabag 5.0
Applies Multiclass AdaBoost.M1, SAMME and Bagging
12 versions - Latest release: almost 1 year ago - 11 dependent packages - 22 dependent repositories - 7.66 thousand downloads last month - 1 maintainer
agghoo 0.1-0
Aggregated Hold-Out Cross Validation
1 version - Latest release: about 1 year ago - 231 downloads last month - 1 maintainer
Top 6.5% on cran.r-project.org
HSAUR3 1.0-14
A Handbook of Statistical Analyses Using R (3rd Edition)
15 versions - Latest release: about 1 year ago - 11 dependent packages - 16 dependent repositories - 4.68 thousand downloads last month - 1 maintainer
Top 7.1% on cran.r-project.org
partykit 1.2-20
A Toolkit for Recursive Partytioning
39 versions - Latest release: about 1 year ago - 75 dependent packages - 133 dependent repositories - 22.7 thousand downloads last month - 1 maintainer
sjtable2df 0.0.3
Convert 'sjPlot' HTML-Tables to R 'data.frame'
2 versions - Latest release: about 1 year ago - 399 downloads last month - 4 stars on GitHub - 1 maintainer
GAparsimony 0.9.5
Searching Parsimony Models with Genetic Algorithms
4 versions - Latest release: about 1 year ago - 272 downloads last month - 5 stars on GitHub - 1 maintainer
r2pmml 0.27.1
Convert R Models to PMML
5 versions - Latest release: about 1 year ago - 370 downloads last month - 72 stars on GitHub - 1 maintainer
stabm 1.2.2
Stability Measures for Feature Selection
9 versions - Latest release: about 1 year ago - 268 downloads last month - 6 stars on GitHub - 1 maintainer
Top 3.2% on cran.r-project.org
caret 6.0-94
Classification and Regression Training
140 versions - Latest release: about 1 year ago - 319 dependent packages - 1,239 dependent repositories - 183 thousand downloads last month - 1,590 stars on GitHub - 1 maintainer
spFSR 2.0.4
Feature Selection and Ranking via Simultaneous Perturbation Stochastic Approximation
5 versions - Latest release: about 1 year ago - 1 dependent repositories - 216 downloads last month - 1 maintainer
Top 7.2% on cran.r-project.org
flexmix 2.3-19
Flexible Mixture Modeling
40 versions - Latest release: about 1 year ago - 28 dependent packages - 58 dependent repositories - 28.1 thousand downloads last month - 1 maintainer
tramnet 0.0-8
Penalized Transformation Models
7 versions - Latest release: about 1 year ago - 1 dependent package - 1 dependent repositories - 225 downloads last month - 1 maintainer
Top 5.7% on cran.r-project.org
ipred 0.9-14
Improved Predictors
54 versions - Latest release: about 1 year ago - 33 dependent packages - 81 dependent repositories - 135 thousand downloads last month - 1 maintainer
discrim 1.0.1
Model Wrappers for Discriminant Analysis
9 versions - Latest release: about 1 year ago - 2 dependent packages - 21 dependent repositories - 2.63 thousand downloads last month - 28 stars on GitHub - 1 maintainer
Top 8.5% on cran.r-project.org
RWeka 0.4-46
R/Weka Interface
85 versions - Latest release: about 1 year ago - 34 dependent packages - 81 dependent repositories - 7.67 thousand downloads last month - 1 maintainer
Top 7.5% on cran.r-project.org
Cubist 0.4.2
Rule- And Instance-Based Regression Modeling
20 versions - Latest release: over 1 year ago - 21 dependent packages - 67 dependent repositories - 14.7 thousand downloads last month - 38 stars on GitHub - 1 maintainer
Boruta 8.0.0
Wrapper Algorithm for All Relevant Feature Selection
19 versions - Latest release: over 1 year ago - 9 dependent packages - 24 dependent repositories - 5.98 thousand downloads last month - 6 stars on GitLab.com - 1 maintainer
GMDH2 1.8
Binary Classification via GMDH-Type Neural Network Algorithms
9 versions - Latest release: over 1 year ago - 254 downloads last month - 1 maintainer
treemisc 0.0.1 removed
Data Sets and Functions to Accompany "Tree-Based Methods for Statistical Learning in R"
1 version - Latest release: over 1 year ago - 1 dependent repositories - 131 downloads last month - 1 maintainer
varrank 0.5
Heuristics Tools Based on Mutual Information for Variable Ranking
5 versions - Latest release: over 1 year ago - 204 downloads last month - 1 maintainer
Top 5.2% on cran.r-project.org
mlr 2.19.1 💰
Machine Learning in R
24 versions - Latest release: over 1 year ago - 39 dependent packages - 90 dependent repositories - 13.7 thousand downloads last month - 1,628 stars on GitHub - 1 maintainer
spikeSlabGAM 1.1-19
Bayesian Variable Selection and Model Choice for Generalized Additive Mixed Models
15 versions - Latest release: almost 2 years ago - 2 dependent packages - 2 dependent repositories - 383 downloads last month - 13 stars on GitHub - 1 maintainer
Top 4.3% on cran.r-project.org
pdp 0.8.1
Partial Dependence Plots
11 versions - Latest release: almost 2 years ago - 12 dependent packages - 28 dependent repositories - 6.39 thousand downloads last month - 89 stars on GitHub - 1 maintainer
Top 8.7% on cran.r-project.org
tidypredict 0.4.9
Run Predictions Inside the Database
15 versions - Latest release: about 2 years ago - 3 dependent packages - 2 dependent repositories - 694 downloads last month - 259 stars on GitHub - 1 maintainer
bolasso 0.2.0
Model Consistent Lasso Estimation Through the Bootstrap
2 versions - Latest release: about 2 years ago - 257 downloads last month - 1 maintainer
TSDT 1.0.7
Treatment-Specific Subgroup Detection Tool
2 versions - Latest release: about 2 years ago - 176 downloads last month - 0 stars on GitHub - 1 maintainer
Evacluster 0.1.0
Evaluation Clustering Methods for Disease Subtypes Diagnosis
1 version - Latest release: about 2 years ago - 232 downloads last month - 1 maintainer
bayesGAM 0.0.2
Fit Multivariate Response Generalized Additive Models using Hamiltonian Monte Carlo
2 versions - Latest release: about 2 years ago - 355 downloads last month - 1 maintainer
Top 5.6% on cran.r-project.org
pmml 2.5.2
Generate PMML for Various Models
54 versions - Latest release: about 2 years ago - 6 dependent packages - 22 dependent repositories - 2.46 thousand downloads last month - 1 maintainer
doParallel 1.0.17
Foreach Parallel Adaptor for the 'parallel' Package
12 versions - Latest release: over 2 years ago - 858 dependent packages - 2,226 dependent repositories - 125 thousand downloads last month - 2 stars on GitHub - 1 maintainer
Top 7.3% on cran.r-project.org
doSNOW 1.0.20
Foreach Parallel Adaptor for the 'snow' Package
13 versions - Latest release: over 2 years ago - 88 dependent packages - 198 dependent repositories - 9.41 thousand downloads last month - 1 maintainer
subsemble 0.1.0
An Ensemble Method for Combining Subset-Specific Algorithm Fits
3 versions - Latest release: over 2 years ago - 238 downloads last month - 43 stars on GitHub - 1 maintainer
cuda.ml 0.3.2
R Interface for the RAPIDS cuML Suite of Libraries
3 versions - Latest release: over 2 years ago - 101 downloads last month - 31 stars on GitHub - 1 maintainer
EZtune 3.1.1
Tunes AdaBoost, Elastic Net, Support Vector Machines, and Gradient Boosting Machines
4 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 271 downloads last month - 1 maintainer
ConfusionTableR 1.0.4
Confusion Matrix Toolset
4 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 614 downloads last month - 1 maintainer
OddsPlotty 1.0.2
Odds Plot to Visualise a Logistic Regression Model
2 versions - Latest release: over 2 years ago - 1 dependent package - 1 dependent repositories - 359 downloads last month - 15 stars on GitHub - 1 maintainer
rbooster 1.1.0
AdaBoost Framework for Any Classifier
2 versions - Latest release: over 2 years ago - 200 downloads last month - 1 maintainer
solitude 1.1.3
An Implementation of Isolation Forest
8 versions - Latest release: almost 3 years ago - 2 dependent packages - 3 dependent repositories - 1.76 thousand downloads last month - 24 stars on GitHub - 1 maintainer
BoostMLR 1.0.3
Boosting for Multivariate Longitudinal Responses
3 versions - Latest release: over 3 years ago - 241 downloads last month - 1 maintainer
ExhaustiveSearch 1.0.1
A Fast and Scalable Exhaustive Feature Selection Framework
2 versions - Latest release: over 3 years ago - 188 downloads last month - 4 stars on GitHub - 1 maintainer
FSinR 2.0.5
Feature Selection
4 versions - Latest release: over 3 years ago - 320 downloads last month - 1 maintainer
mlrCPO 0.3.7 💰
Composable Preprocessing Operators and Pipelines for Machine Learning
16 versions - Latest release: over 3 years ago - 2 dependent packages - 2 dependent repositories - 474 downloads last month - 38 stars on GitHub - 1 maintainer
swag 0.1.0
Sparse Wrapper Algorithm
1 version - Latest release: over 3 years ago - 192 downloads last month - 0 stars on GitHub - 1 maintainer
hmclearn 0.0.5
Fit Statistical Models Using Hamiltonian Monte Carlo
3 versions - Latest release: over 3 years ago - 203 downloads last month - 1 maintainer
vivo 0.2.1
Variable Importance via Oscillations
5 versions - Latest release: over 3 years ago - 266 downloads last month - 14 stars on GitHub - 1 maintainer
triplot 1.3.0
Explaining Correlated Features in Machine Learning Models
2 versions - Latest release: almost 4 years ago - 195 downloads last month - 9 stars on GitHub - 1 maintainer
tidyrules 0.1.5
Obtain Rules from Rule Based Models as Tidy Dataframe
3 versions - Latest release: almost 4 years ago - 1 dependent package - 2 dependent repositories - 826 downloads last month - 8 stars on GitHub - 1 maintainer
LLM 1.1.0
Logit Leaf Model Classifier for Binary Classification
2 versions - Latest release: about 4 years ago - 161 downloads last month - 1 maintainer
fastNaiveBayes 2.2.1
Extremely Fast Implementation of a Naive Bayes Classifier
8 versions - Latest release: about 4 years ago - 1 dependent package - 1 dependent repositories - 339 downloads last month - 42 stars on GitHub - 1 maintainer
flacco 1.8
Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems
9 versions - Latest release: about 4 years ago - 305 downloads last month - 52 stars on GitHub - 1 maintainer
neighbr 1.0.3
Classification, Regression, Clustering with K Nearest Neighbors
4 versions - Latest release: about 4 years ago - 1 dependent package - 6 dependent repositories - 862 downloads last month - 1 maintainer
localICE 0.1.1
Local Individual Conditional Expectation
2 versions - Latest release: over 4 years ago - 168 downloads last month - 7 stars on GitHub - 1 maintainer
ATR 0.1-1
Alternative Tree Representation
2 versions - Latest release: over 4 years ago - 2 dependent packages - 4 dependent repositories - 943 downloads last month - 1 maintainer
forestRK 0.0-5
Implements the Forest-R.K. Algorithm for Classification Problems
1 version - Latest release: almost 5 years ago - 200 downloads last month - 1 maintainer
Top 5.8% on cran.r-project.org
ggparty 1.0.0
'ggplot' Visualizations for the 'partykit' Package
1 version - Latest release: almost 5 years ago - 7 dependent packages - 13 dependent repositories - 1.85 thousand downloads last month - 147 stars on GitHub - 1 maintainer