Author

Pradip K. Das

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Open access Jul 2026

Machine Learning Regression-Driven Improved Step Length Estimator with Smartphone Accelerometry: A Comparative Performance Study

This study proposes a regression-based SLE framework employing eight regression algorithms: linear regression (LR), k-nearest neighbors, support vector machine, decision tree, elastic network, random forest, histogram-based gradient boosting (HGB) regressor, and artificial neural network (ANN).

Rumpa Chakraborty, Saptadipa Mazumder, Pradip K. Das et al. · Machine Learning and Knowled... · 0 citations