About: Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation

Not logged in : Login

(Sponging disallowed)

Facets (new session)
Description
Metadata
Settings
- Rule:
- Inverse Functional Properties:
- "Same As":

About: Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation Goto Sponge NotDistinct Permalink

An Entity of Type : bibo:AcademicArticle, within Data Space : linkeddata.uriburner.com:28898 associated with source document(s)

Attributes	Values
type	http://eprints.org/ontology/ConferenceItemEPrint http://eprints.org/ontology/EPrint Article Academic Article
seeAlso	HTML Summary of #72111 Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation
sameAs	Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation
http://eprints.org/ontology/hasDocument	Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation (PDF) Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation (Other) Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation (Other) Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation (Other) Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation (Other) Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation (Other)
http://eprints.org/ontology/hasPublished	Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation (PDF)
dc:hasVersion	Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation (PDF)
Title	Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation
described by	https://demo.openlinksw.com/about/id/entity/https/www.cs.kent.ac.uk/people/staff/akj22/materials/CO644/export_kar_RDFN3.n3 https://demo.openlinksw.com/about/id/entity/https/raw.githubusercontent.com/annajordanous/CO644Files/main/export_kar_RDFN3.n3
Date	2018-10-22
Creator	Alexandre Plastino Jony A. Pinto Junior A. Freitas Nadine M. Neumann
status	peer reviewed published
abstract	A common tool used in the process of comparing classifiers is the statistical significance analysis, performed through the hypothesis test. However, there are many researchers attempting to obtain statistical significance through a blinding evaluating of the p-value<0.05 condition, ignoring important concepts such as the effect size and statistical power. This work highlights possible problems caused by the misuse of the hypothesis test and how the effect size and the statistical power can provide information for a better decision making. Therefore, two case studies applying Student’s t-test and Wilcoxon signed-rank test for the comparison of two classifiers are presented.
Is Part Of	https://kar.kent.ac.uk/id/repository
list of authors	https://kar.kent.ac.uk/id/eprint/72111#authors
presented at	XV National Meeting of Artificial and Computational Intelligence (ENIAC)
is topic of	https://www.cs.kent.ac.uk/people/staff/akj22/materials/CO644/export_kar_RDFN3.n3 https://raw.githubusercontent.com/annajordanous/CO644Files/main/export_kar_RDFN3.n3
is primary topic of	HTML Summary of #72111 Is P-value<0.05 Enough? Two Case Studies in Classifiers Evaluation

Faceted Search & Find service v1.17_git150 as of Jan 20 2025

Alternative Linked Data Documents: iSPARQL | ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 08.03.3332 as of Jan 29 2025, on Linux (x86_64-generic-linux-glibc25), Single-Server Edition (378 GB total memory, 37 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2025 OpenLink Software