Anggit Ferdita Nugraha

Data level approach for imbalanced class handling on educational data mining multiclass classification

Yoga Pristyanto, Irfan Pratama, Anggit Ferdita Nugraha · 2018 International Conference on Information and Communications Technology (ICOIACT) · 2018 · 55 citations

Multiclass Edm Dataset, Engineering, Machine Learning +18

Multiclass Imbalanced Handling using ADASYN Oversampling and Stacking Algorithm

Yoga Pristyanto, Anggit Ferdita Nugraha, Akhmad Dahlan et al. · 2022 16th International Conference on Ubiquitous Information Management and Communication (IMCOM) · 2022 · 17 citations

Data Classification, Classification Method, Engineering +12

Meta-Algorithms for Improving Classification Performance in the Web-phishing Detection Process

Anggit Ferdita Nugraha, Luthfia Rahman · 2019 · 10 citations

Engineering, Web Phishing, Text Mining +16

Dual Approach to Handling Imbalanced Class in Datasets Using Oversampling and Ensemble Learning Techniques

Yoga Pristyanto, Anggit Ferdita Nugraha, Irfan Pratama et al. · 2021 · 10 citations

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

Yoga Pristyanto, Zulfikar Mukarabiman, Anggit Ferdita Nugraha · JOIV International Journal on Informatics Visualization · 2023 · 10 citations · Full text