Penerapan SMOTE untuk Mengatasi Imbalance Class dalam Klasifikasi Kepribadian MBTI Menggunakan Naive Bayes Classifier
Kepribadian Myers-Briggs Type Indicator ( MBTI ) telah menjadi topik populer dalam memahami karakteristik individu dan dampaknya pada interaksi sosial, karir, dan pengambilan keputusan. Model Machine Learning dengan algoritma Naive Bayes Classifier sering digunakan untuk memprediksi kepribadian MBT...
Saved in:
Main Authors: | Mutiara Persada Pulungan, Andi Purnomo, Aliyah Kurniasih |
---|---|
Format: | Article |
Language: | Indonesian |
Published: |
University of Brawijaya
2024-10-01
|
Series: | Jurnal Teknologi Informasi dan Ilmu Komputer |
Subjects: | |
Online Access: | https://jtiik.ub.ac.id/index.php/jtiik/article/view/7989 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Penyeimbangan Kelas SMOTE dan Seleksi Fitur Ensemble Filter pada Support Vector Machine untuk Klasifikasi Penyakit Liver
by: Muhammad Amir Nugraha, et al.
Published: (2023-12-01) -
Prediction of High-ozone Events Using GAM, SMOTE, and Tail Dependence Approaches in Texas (2005–2019)
by: Benjamin Brown-Steiner, et al.
Published: (2021-07-01) -
Leveraging Quantum LSTM for High-Accuracy Prediction of Viral Mutations
by: Prashanth Choppara, et al.
Published: (2025-01-01) -
Phenotypic and Allelic Distribution of the ABO and Rhesus Blood Groups among students at Hawassa University, Ethiopia
by: Mihret A. Hailu, et al.
Published: (2022-10-01) -
The influence of post-processing methods and frequency bands on rs-fMRI: An example of electroacupuncture at Zusanli (ST36)
by: YingJie Kang, et al.
Published: (2025-03-01)