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Extreme Gradient Boosting Algorithm to Improve Machine Learning Model Performance on Multiclass Imbalanced Dataset

Unbalanced conditions in the dataset often become a real-world problem, especially in machine learning. Class imbalance in the dataset is a condition where the number of minority classes is much smaller than the majority class, or the number is insufficient. Machine learning models tend to recognize...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Yoga Pristyanto, Zulfikar Mukarabiman, Anggit Ferdita Nugraha
Format: Artigo
Sprache:Inglês
Veröffentlicht: Society of Visual Informatics 2023-09-01
Schriftenreihe:JOIV: International Journal on Informatics Visualization
Schlagworte:
class imbalanced
ensemble algorithm
xgboost
classification
multiclass
Online-Zugang:https://joiv.org/index.php/joiv/article/view/1102
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