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Author

Victor Wandera Lumumba

Observed name: Victor Lumumba
Institution: Chuka University
Observed institution: Chuka University
ORCID: 0009-0000-2840-8364
Observed ORCID: 0009-0000-2840-8364
OpenAlex ID: A5106641489
Comparative Analysis of Cross-Validation Techniques: LOOCV, K-folds Cross-Validation, and Repeated K-folds Cross-Validation in Machine Learning Models
2024 · Victor Lumumba, Dennis Kiprotich, et al. · American Journal of Theoretical and Applied Statistics · 209
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Explainable Artificial Intelligence Models for Predicting Malaria Risk in Kenya
2025 · Dennis Kariuki Muriithi, Victor Wandera Lumumba, et al. · European Journal of Artificial Intelligence and Machine Learning · 18
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A Machine Learning-Based Prediction of Malaria Occurrence in Kenya
2024 · Dennis Muriithi, Victor Lumumba, et al. · American Journal of Theoretical and Applied Statistics · 14
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Comparative Analysis of GARCH-Based Volatility Models of Financial Market Volatility: A Case of Nairobi Security Market PLC, Kenya
2024 · Teddy Mutugi Wanjuki, Victor Wandera Lumumba, et al. · European Journal of Mathematics and Statistics · 8
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Evaluating the Performance of Ensemble and Single Classifiers with Explainable Artificial Intelligence (XAI) on Hypertension Risk Prediction
2025 · Victor Wandera Lumumba, Teddy Mutugi Wanjuki, et al. · Computational Intelligence and Machine Learning · 5
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Evaluating the Performance of Selected Single Classifiers with Incorporated Explainable Artificial Intelligence (XAI) in the Prediction of Mental Health Distress Among University Students
2025 · Victor Lumumba, Dennis Muriithi, et al. · American Journal of Artificial Intelligence · 4
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An Explainable AI Framework for Neonatal Mortality Risk Prediction in Kenya: Enhancing Clinical Decisions with Machine Learning
2025 · Victor Lumumba, Dennis Muriithi, et al. · Biomedical Statistics and Informatics · 1
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Forecasting of Monthly Crude Oil Prices in Kenya Using Comparative Time Series Models
2024 · Victor Wandera Lumumba, Teddy W. Mutugi, et al. · Asian Journal of Probability and Statistics · 1
A Transparent AI-Driven Ensemble Learning Approach for Predicting Mental Health Risks among University Students in Kenya
2026 · Victor Lumumba, Dennis Muriithi, et al. · International Journal of Psychological and Brain Sciences
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A Comparative Evaluation of Kaplan-Meier, Cox Proportional Hazards, and Random Survival Forests for Neonatal Mortality Prediction
2025 · Victor Lumumba, Denis Muriithi, et al. · Computational Biology and Bioinformatics
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Works count: 10
Citation count: 260
H-index: 5
I10-index: 3
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