Isotonic boosting classification rules
type: Item
instance of: scholarly article
title: Isotonic boosting classification rules
author: David Conde
author: Miguel A. Fernandez
author: Cristina Rueda
author: Bonifacio Salvador
published in: Advances in Data Analysis and Classification. ADAC
publication date: 2021-06-28T00:00:00Z
full work available at URL: http://uvadoc.uva.es/handle/10324/45327
Mathematics Subject Classification ID: 62H30
zbMATH DE Number: 7363875
zbMATH Keywords: classification
zbMATH Keywords: boosting
zbMATH Keywords: logitboost
zbMATH Keywords: additive models
zbMATH Keywords: isotonic regression
zbMATH Keywords: TMP
describes a project that uses: R
describes a project that uses: caTools
describes a project that uses: isoboost
describes a project that uses: MASS (R)
describes a project that uses: rpart
describes a project that uses: e1071
describes a project that uses: HandTill2001
describes a project that uses: xgboost
describes a project that uses: isotone
describes a project that uses: XGBoost
describes a project that uses: Iso
describes a project that uses: AdaBoost.MH
describes a project that uses: dawai
describes a project that uses: scar
MaRDI profile type: Publication
OpenAlex ID: W3035396723
cites work: Q3150769
cites work: Q3558100
cites work: Reducing multiclass to binary: A unifying approach for margin classifiers
cites work: Isotonic logistic discrimination
cites work: Q5658961
cites work: Generalized Additive and Index Models with Shape Constraints
cites work: Incorporating Additional Information to Normal Linear Discriminant Rules
cites work: A decision-theoretic generalization of on-line learning and an application to boosting
cites work: Additive logistic regression: a statistical view of boosting. (With discussion and a rejoinder by the authors)
cites work: Ordered regression models. Parallel, partial, and non-parallel alternatives
cites work: Incorporating monotonicity into the evaluation of a biomarker
cites work: A simple generalisation of the area under the ROC curve for multiple class classification problems
cites work: On the backfitting algorithm for additive regression models
cites work: Generalized additive models
cites work: A unified framework of constrained regression
cites work: Q4709196
cites work: A Rasch model for partial credit scoring
cites work: Q4448263
cites work: Semi-parametric additive constrained regression
cites work: Shape constrained additive models
cites work: Q4039968
cites work: Statistical Analysis of Financial Data in S-Plus
DOI: 10.1007/S11634-020-00404-9
description: scientific article; zbMATH DE number 7363875