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Decision trees

Interpretable EOG-based gaze classification using tree-based models: A SHAP and LIME analysis

Ayse Nur Ay Gul

Revealing nonlinear and interaction mechanisms of resource and environmental carrying capacity through explainable machine learning

Qianrong Zhang, Yongfeng Zhang, [ ... ], Yao Wang

Sentiment analysis in Bangla: A three-class dataset and comparative evaluation of machine learning, deep learning, and transformer approaches

Md. Nahid Hasan, Jahanur Biswas, [ ... ], Md. Muksit Ul Islam

Determine and compare limb specific predictors based on the foot pressure index of right and left foot among young adults in Saudi Arabia using machine learning models

Paul Silvian Samuel, Resmi Ann Thomas, [ ... ], Kumar Gular

Comparative evaluation of machine learning algorithms for Maize Lethal Necrosis Disease detection under class imbalance

Maurice Wanyonyi

Comparative study of quadratic regression, Lasso, random forest, and multilayer perceptron for modeling optimal solid density in offset printing

Bingzhong Qiu, Liangfei Li, [ ... ], Ying-Leh Ling

Integrating Quantum Machine Learning and Ontology Matching for Efficient Semantic Web Services discovery

Mohammed Naif Alatawi

A layered stacking ensemble approach for missing data imputation

Muhammad Asif, Klairung Samart

Predicting unplanned readmissions in neurological patients: A large-scale AI-driven analysis using CHAID decision trees

Randa Al-Kharabsheh, Muayyad Ahmad

Conditional spatial classification of expert-confirmed interictal epileptiform discharge epochs: An EEG-ECG ablation and SHAP analysis

Al Mukshit Plabon, Abdul Mukit, [ ... ], Torikul Islam

Classification of daily activities using a wireless instrumented insole (WalkinSense) in a semi free-living setting

Anne Backes, Melanie Eckelt, [ ... ], Laurent Malisoux

Machine learning-supported identification of necrosis in colorectal and pancreatic cancer spheroids

Miguel Martínez Lozano, Heinz D. Wanzenboeck, Sonia Prado-López

Modeling determinants of women’s decision-making autonomy on agriculture and household matters in rural Ethiopia: a mixed effects beta regression tree analysis

Teshome Kabeta Dadi, Dessalegn Tamiru, Beyene Wondafrash, Mekdes Kebede Gebremariam

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