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Dat Phan-Trong

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#machine learning Preprint Aug 2026

Predicting Symptoms of Amotivation and Anhedonia among University Students with a Novel Oversampling Method

A novel and effective oversampling method that leverages a predictive model to generate nominal variables, rather than interpolating them and is significantly better than existing oversampling approaches in predicting elevated symptoms of amotivation and anhedonia.

Dang Nguyen, Bao Duong, Arun Kumar et al. · 0 citations
#artificial intelligence Preprint Sep 2026

A Statistical Approach to Estimating Sample Size of Machine Learning Models

Sample size determination for machine learning (ML) prediction models is challenging because conventional power analysis typically requires the predictor-outcome relationship and effect structure to be specified a priori. Nonlinear ML models learn complex prediction surfaces that do not admit straightforward analytical...

Dat Phan-Trong, Sunil Gupta, S. Venkatesh · 0 citations

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