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surface optimization » surface contamination (Expand Search), resource optimization (Expand Search), surface modification (Expand Search)
large surface » earth surface (Expand Search), land surface (Expand Search)
binary later » binary labels (Expand Search), binary data (Expand Search)
binary large » binary image (Expand Search), binary edge (Expand Search)
swarm » warm (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.…”