ipred: Improved Predictors

Canonical link: https://rscholar.com/pkg/ipred

Andrea Peters • Torsten Hothorn • Brian D. Ripley • Terry Therneau • Beth Atkinson • View description and downloads View dependencies GitHub project

2002 Published

0.9-15 Version

0 Citations

5 Authors

Referenced by ⇅	Year
ensembleR: Ensemble Models in R (Version 0.1.0)	2016
ICcforest: An Ensemble Method for Interval-Censored Survival Data (Version 0.5.1)	2019
LTRCforests: Ensemble Methods for Survival Data with Time-Varying Covariates (Version 0.7.0)	2020
RTextTools: Automatic Text Classification via Supervised Learning (Version 1.4.3)	2011
RecordLinkage: Record Linkage Functions for Linking and Deduplicating Data Sets (Version 0.4-12.4)	2010
SuperLearner: Super Learner Prediction (Version 2.0-29)	2011
butcher: Model Butcher (Version 0.3.4)	2019
caret: Classification and Regression Training (Version 6.0-94)	2007
censored: 'parsnip' Engines for Survival Models (Version 0.3.2)	2022
fastml: Fast Machine Learning Model Training and Evaluation (Version 0.1.0)	0
flowml: A Backend for a 'nextflow' Pipeline that Performs Machine-Learning-Based Modeling of Biomedical Data (Version 0.1.3)	2023
fscaret: Automated Feature Selection from 'caret' (Version 0.9.4.4)	2013
mlearning: Machine Learning Algorithms with Unified Interface and Confusion Matrices (Version 1.2.1)	2013
nlcv: Nested Loop Cross Validation (Version 0.3.5)	2017
optBiomarker: Estimation of Optimal Number of Biomarkers for Two-Group Microarray Based Classifications at a Given Error Tolerance Level for Various Classification Rules (Version 1.0-28)	2009
party: A Laboratory for Recursive Partytioning (Version 1.3-17)	2005
pdp: Partial Dependence Plots (Version 0.8.2)	2016
permimp: Conditional Permutation Importance (Version 1.0-2)	2020
pheble: Classifying High-Dimensional Phenotypes with Ensemble Learning (Version 0.1.0)	2023
pomodoro: Predictive Power of Linear and Tree Modeling (Version 3.8.0)	2022
recipes: Preprocessing and Feature Engineering Steps for Modeling (Version 1.1.0)	2017
subsemble: An Ensemble Method for Combining Subset-Specific Algorithm Fits (Version 0.1.0)	2014
superMICE: SuperLearner Method for MICE (Version 1.1.1)	2022
utsf: Univariate Time Series Forecasting (Version 1.0.0)	2024

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