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applications algorithm » approximation algorithm (Expand Search), location algorithm (Expand Search)
spanning applications » sensing applications (Expand Search), learning applications (Expand Search), screening applications (Expand Search)
bayesian optimization » based optimization (Expand Search)
data spanning » dataset spanning (Expand Search), data sharing (Expand Search)
amp bayesian » a bayesian (Expand Search), art bayesian (Expand Search), task bayesian (Expand Search)
binary data » primary data (Expand Search), dietary data (Expand Search)
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Machine Learning-Ready Dataset for Cytotoxicity Prediction of Metal Oxide Nanoparticles
Published 2025“…</p><p dir="ltr"><b>Applications and Model Compatibility:</b></p><p dir="ltr">The dataset is optimized for use in supervised learning workflows and has been tested with algorithms such as:</p><p dir="ltr">Gradient Boosting Machines (GBM),</p><p dir="ltr">Support Vector Machines (SVM-RBF),</p><p dir="ltr">Random Forests, and</p><p dir="ltr">Principal Component Analysis (PCA) for feature reduction.…”