Optimised one-class classification performance
type: Item
instance of: scholarly article
title: Optimised one-class classification performance
author: Oliver Urs Lenz
author: Daniel Peralta
author: C. Cornelis
published in: Machine Learning
publication date: 2022-11-28T00:00:00Z
full work available at URL: https://arxiv.org/abs/2102.02618
Mathematics Subject Classification ID: 68T05
zbMATH DE Number: 7624258
zbMATH Keywords: data descriptors
zbMATH Keywords: hyperparameter optimisation
zbMATH Keywords: novelty detection
zbMATH Keywords: one-class classification
zbMATH Keywords: semi-supervised outlier detection
describes a project that uses: SciPy
describes a project that uses: NEWUOA
describes a project that uses: BOBYQA
describes a project that uses: Scikit
describes a project that uses: LOF
describes a project that uses: pymoo
describes a project that uses: Hyperopt
describes a project that uses: UCI-ml
describes a project that uses: Python
MaRDI profile type: Publication
OpenAlex ID: W3127650435
cites work: Learning from positive and unlabeled data: a survey
cites work: Should we really use post-hoc tests based on mean-ranks?
cites work: Q5405117
cites work: Bayesian methods in global optimization
cites work: Support-vector networks
cites work: Q3093335
cites work: Q4187195
cites work: `` Direct Search'' Solution of Numerical and Statistical Problems
cites work: A taxonomy of global optimization methods based on response surfaces
cites work: A versatile stochastic model of a function of unknown and time varying form
cites work: A Simplex Method for Function Minimization
cites work: Q5396710
cites work: Q5493584
cites work: The Wilcoxon Signed Rank Test for Paired Comparisons of Clustered Data
cites work: Alternatives to the Median Absolute Deviation
cites work: Estimating the support of a high-dimensional distribution
cites work: Sequential Application of Simplex Designs in Optimisation and Evolutionary Operation
cites work: Support vector data description
cites work: Q4878831
cites work: On ordered weighted averaging aggregation operators in multicriteria decisionmaking
DOI: 10.1007/S10994-022-06147-2
description: scientific article; zbMATH DE number 7624258