Abstract: Cancer is a heterogeneous disease that can spread to any body part. Breast cancer is one of the most dangerous cancers among women, contributing significantly to mortality worldwide. This ...
NVIDIA introduces cuda.cccl, bridging the gap for Python developers by providing essential building blocks for CUDA kernel fusion, enhancing performance across GPU architectures. NVIDIA has unveiled a ...
Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of Nadaraya-Watson kernel regression using the C# language. NW kernel regression is simple to implement and is ...
Dataset Selection & Preprocessing A multi-class dataset from the UCI library was used. The dataset had between 5k to 30k rows. The dataset was split into 10 random 70-30 train-test splits, labeled S1 ...
Abstract: A Support Vector Machine (SVM) algorithm, combined with the Radial Basis Function (RBF), is employed in this paper for diagnosing power transformer oil through Dissolved Gas Analysis (DGA).
R scripts for RF and RBF-SVM for Acute Myeloid Leukemia subtypes multiclass classification using gene expression profiles. LASSO feature selection, SMOTE sampling, 10-fold cross-validation, variable ...
Introduction: Excessive alcohol consumption negatively impacts physical and psychiatric health, lifestyle, and societal interactions. Chronic alcohol abuse alters brain structure, leading to alcohol ...
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