Combination of ADASYN and random forest for classification of imbalanced lung cancer dataset

Author:

Pulungan Annisa Fadhillah,Selvida Desilia,Silitonga Agnes Irene

Publisher

AIP Publishing

Reference9 articles.

1. Kurniawati, Y. E., Permanasari, A. E., & Fauziati, S., “Adaptive Synthetic-Nominal (ADASYN-N) and Adaptive Synthetic-KNN (ADASYN-KNN) for Multiclass Imbalance Learning on Laboratory Test Data.”,(n.d.)

2. Identification of Lung Cancer on Chest X-Ray (CXR) Medical Images Using the Probabilistic Neural Network Method

3. Comparative Analysis of ADASYN-SVM and SMOTE-SVM Methods on the Detection of Type 2 Diabetes Mellitus

4. Pun, S., Thapa, S., & Timilsina, S.,”Customer Churn Prediction Using ADASYN Sampling Technique and Ensemble Model.” Proceedings of IOE Graduate Conference, 513–518, 2019.

5. Kamila, A. R., Subiantoro, A., Kamila, A. R., & Subiantoro, A.,”EasyChair Preprint Coronary Heart Disease Detection Using a Combination of Adaptive Synthetic Sampling Approach and Stacking Method on Imbalanced and Incomplete Dataset Coronary Heart Disease Detection Using a Combination of Adaptive Synthetic Sampling Ap”, 2022.

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