Information visualizations used to avoid the problem of overfitting in supervised machine learning

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Original languageEnglish
Title of host publicationHCI in Business, Government and Organizations
Subtitle of host publicationSupporting Business - 4th International Conference, HCIBGO 2017 Held as Part of HCI International 2017, Proceedings
EditorsChuan-Hoo Tan, Fiona Fui-Hoon Nah
PublisherSpringer Verlag
Pages373-385
Number of pages13
ISBN (Print)9783319584836
DOIs
StatePublished - 2017
Event14th International Conference on Logic Programming and Nonmonotonic Reasoning, LPNMR 2017 - Espoo, Finland
Duration: Jul 3 2017Jul 6 2017

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume10294 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference14th International Conference on Logic Programming and Nonmonotonic Reasoning, LPNMR 2017
Country/TerritoryFinland
CityEspoo
Period7/3/177/6/17

ASJC Scopus Subject Areas

  • Theoretical Computer Science
  • General Computer Science

Keywords

  • Classification tasks
  • Cross validation
  • Data analytics
  • Data science
  • Data-driven decision making
  • Fitting graphs
  • Information visualizations
  • Machine learning
  • Neural networks
  • Overfitting
  • Regression
  • Regression tasks

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