Empirical Analysis of Data Sampling-Based Decision Forest Classifiers for Software Defect Prediction by Fatima Enehezei Usman-Hamza, Abdullateef Oluwagbemiga Balogun, Hussaini Mamman, Luiz Fernando Capretz, Shuib Basri, Rafiat Ajibade Oyekunle, Hammed Adeleye Mojeed, Abimbola Ganiyat Akintola

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Feature Selection-Based Hierarchical Deep Network for Image Classification by Guiqing He, Jiaqi Ji, Haixi Zhang, Yuelei Xu, Jianping Fan

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Levels of Confidence and Utility for Binary Classifiers by Zhiyi Zhang

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Leveraging federated learning for privacy-preserving analysis of multi-institutional electronic health records in rare disease research by Karthik Meduri, Geeta Sandeep Nadella, Akhila Reddy Yadulla, Vinay Kumar Kasula, Mohan Harish Maturi, Steven Brown, Snehal Satish, Hari Gonaygunta

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An evaluation study on immigrants′ transport system adaptation behaviour: Turkey example by Metin Mutlu Aydin, Eren Dağli, Mehmet Sıddık Çadirci

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Machine learning-based stratification of prediabetes and type 2 diabetes progression by Marwa Matboli, Abdelrahman Khaled, Manar Fouad Ahmed, Manar Yehia Ahmed, Radwa Khaled, Gena M. Elmakromy, Amani Mohamed Abdel Ghani, Marwa M. El-Shafei, Marwa Ramadan M. Abdelhalim, Asmaa Mohamed Abd El Gwad

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Prediction of Hypertension Patients with Machine Learning Algorithm by Eko Priyono

Subjects: “…hipertensi, deteksi dini, machine learning, random forest ensemble, decision tree classifier…”
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A Fast and Cost-Effective Electronic Nose Model for Methanol Detection Using Ensemble Learning by Bilge Han Tozlu

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Data-driven diabetes mellitus prediction and management: a comparative evaluation of decision tree classifier and artificial neural network models along with statistical analysis by Idris Zubairu Sadiq, Babangida Sanusi Katsayal, Bashiru Ibrahim, Maryam Ibrahim, Hassan Aliyu Hassan, Umar Muhammad Ghali, Abdullahi Garba Usman, Abubakar Usman, Sani Isah Abba

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DANA App Sentiment Analysis: Comparison of XGBoost, SVM, and Extra Trees by Muhamad Jodi Setiawan, Vinna Rahmayanti Setyaning Nastiti

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Decision tree-based machine learning algorithm for prediction of acute radiation esophagitis by Mostafa Alizade-Harakiyan, Amin Khodaei, Ali Yousefi, Hamed Zamani, Asghar Mesbahi

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Investigating Urban Heat Islands in Miami, Florida, Utilizing Planet and Landsat Satellite Data by Suraj K C, Anuj Chiluwal, Lalit Pun Magar, Kabita Paudel

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A comparative analysis of machine learning algorithms with tree-structured parzen estimator for liver disease prediction by Rakibul Islam, Azrin Sultana, MD. Nuruzzaman Tuhin

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Feature Selection and Classification Optimization of Transformer Oil Odor Data With Recursive Feature Elimination Using Grid Search and Cross-Validation by Bilge Han Tozlu

Subjects: “…ExtraTreesClassifier…”
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Improved CKD classification based on explainable artificial intelligence with extra trees and BBFS by Ahmed M. Elshewey, Enas Selem, Amira Hassan Abed

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Network-based intrusion detection using deep learning technique by Muhammad Farhan, Hafiz Waheed ud din, Saadat Ullah, Muhammad Sajjad Hussain, Muhammad Amir Khan, Tehseen Mazhar, Umar Farooq Khattak, Ines Hilali Jaghdam

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Classification and identification of pest, diseases and nutrient deficiency in paddy using layer based EMD phase features with decision tree by A. Pushpa Athisaya Sakila Rani, N. Suresh Singh

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Prediction of induction motor faults using machine learning by Ademola Abdulkareem, Tochukwu Anyim, Olawale Popoola, John Abubakar, Agbetuyi Ayoade

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A Multifeature Fusion Network for Tree Species Classification Based on Ground-Based LiDAR Data by Yaoting Liu, Yiming Chen, Zhengjun Liu, Jianchang Chen, Yuxuan Liu

Subjects: “…multifeature fusion tree classifier network (MFFTC-Net)…”
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