A proposed method for handling an imbalance data in classification of blood type based on Myers-Briggs type indicator

A proposed method for handling an imbalance data in classification of blood type based on Myers-Briggs type indicator

Blood type still leads to an assumption about its relation to some personality aspects. This study observes preprocessing methods for improving the classification accuracy of MBTI data to determine blood type. The training and testing data use 250 data from the MBTI questionnaire answers given by 25...

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Bibliographic Details
Main Authors: Ahmad Taufiq Akbar, Rochmat Husaini, Bagus Muhammad Akbar, Shoffan Saifullah
Format: Article
Language:English
Published: Diponegoro University 2020-10-01
Series:Jurnal Teknologi dan Sistem Komputer
Subjects:
imbalance data
blood type
resample
k-nearest neighbor
mbti
Online Access:https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/13625

Internet

https://jtsiskom.undip.ac.id/index.php/jtsiskom/article/view/13625

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