Search alternatives:
weight optimization » design optimization (Expand Search), joint optimization (Expand Search), yet optimization (Expand Search)
data optimization » path optimization (Expand Search), dose optimization (Expand Search), task optimization (Expand Search)
class weight » class weights (Expand Search)
class data » claims data (Expand Search), css data (Expand Search), class dataset (Expand Search)
weight optimization » design optimization (Expand Search), joint optimization (Expand Search), yet optimization (Expand Search)
data optimization » path optimization (Expand Search), dose optimization (Expand Search), task optimization (Expand Search)
class weight » class weights (Expand Search)
class data » claims data (Expand Search), css data (Expand Search), class dataset (Expand Search)
-
1
-
2
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.…”