View in EDS

The impact of concept drift and data leakage on log level prediction models.

Saved in:
Bibliographic Details
Title: The impact of concept drift and data leakage on log level prediction models.
Authors: Ouatiti, Youssef Esseddiq1, youssefesseddiq.ouatiti@queensu.ca, Sayagh, Mohammed2, Kerzazi, Noureddine3, Adams, Bram1, Hassan, Ahmed E.1
Source: Empirical Software Engineering; Sep2024, Vol. 29 Issue 5, p1-37, 37p
Database: Applied Science & Technology Source
FullText Text:
  Availability: 0
Header DbId: aci
DbLabel: Applied Science & Technology Source
An: 178673567
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: The impact of concept drift and data leakage on log level prediction models.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Ouatiti%2C+Youssef+Esseddiq%22">Ouatiti, Youssef Esseddiq</searchLink><relatesTo>1</relatesTo>, <i>youssefesseddiq.ouatiti@queensu.ca</i><br /><searchLink fieldCode="AU" term="%22Sayagh%2C+Mohammed%22">Sayagh, Mohammed</searchLink><relatesTo>2</relatesTo><br /><searchLink fieldCode="AU" term="%22Kerzazi%2C+Noureddine%22">Kerzazi, Noureddine</searchLink><relatesTo>3</relatesTo><br /><searchLink fieldCode="AU" term="%22Adams%2C+Bram%22">Adams, Bram</searchLink><relatesTo>1</relatesTo><br /><searchLink fieldCode="AU" term="%22Hassan%2C+Ahmed+E%2E%22">Hassan, Ahmed E.</searchLink><relatesTo>1</relatesTo>
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22Empirical+Software+Engineering%22">Empirical Software Engineering</searchLink>; Sep2024, Vol. 29 Issue 5, p1-37, 37p
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=aci&AN=178673567
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1007/s10664-024-10518-9
    Languages:
      – Code: eng
        Text: English
    PhysicalDescription:
      Pagination:
        PageCount: 37
        StartPage: 1
    Titles:
      – TitleFull: The impact of concept drift and data leakage on log level prediction models.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Ouatiti, Youssef Esseddiq
      – PersonEntity:
          Name:
            NameFull: Sayagh, Mohammed
      – PersonEntity:
          Name:
            NameFull: Kerzazi, Noureddine
      – PersonEntity:
          Name:
            NameFull: Adams, Bram
      – PersonEntity:
          Name:
            NameFull: Hassan, Ahmed E.
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 09
              Text: Sep2024
              Type: published
              Y: 2024
          Identifiers:
            – Type: issn-print
              Value: 13823256
          Numbering:
            – Type: volume
              Value: 29
            – Type: issue
              Value: 5
          Titles:
            – TitleFull: Empirical Software Engineering
              Type: main
ResultId 1