Artefact: An R implementation of the autospearman function

Artefact: An R implementation of the autospearman function

This artefact is the implementation of AutoSpearman, an automated metric selection approach based on correlation analyses. The goal of AutoSpearman is to automatically mitigate correlated metrics prior to constructing analytical models. This artefact is implemented as an R package and is available i...

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Bibliographic Details
Main Authors: JIARPAKDEE, Jirayus, TANTITHAMTHAVORN, Chakkrit, TREUDE, Christoph
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2018
Subjects:
Correlated Metrics
Defect Prediction
Feature Selection
Model Interpretation
Software Analytics
Software Engineering
Online Access:https://ink.library.smu.edu.sg/sis_research/8827
https://ink.library.smu.edu.sg/context/sis_research/article/9830/viewcontent/Artefact_An_R_Implementation_of_the_AutoSpearman_Function.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/8827
https://ink.library.smu.edu.sg/context/sis_research/article/9830/viewcontent/Artefact_An_R_Implementation_of_the_AutoSpearman_Function.pdf

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