GitHub

TorchKM: A GPU-Oriented Library for Kernel Learning and Model Selection

TorchKM is a GPU-accelerated PyTorch-based library for kernel machines including kernel SVM with a focus on fast and integrated train + tune workflows. It delivers GPU-native and calibrated classifier ...
GitHub

ecg-lab/GTA-Hunter-v1

GTA_Hunter is a 'support-vector machine' (SVM) classifier that distinguishes gene transfer agent (GTA) genes from their viral homologs. The classifier was developed to detect GTA genes that are ...
Scientific Research Publishing

Extra Trees Model for Heart Disease Prediction ()

1 Computer Science Department, Babcock University, Ilishan-Remo, Ogun State, Nigeria. 2 Computer Science Department, Adeleke University, Ede, Osun State, Nigeria. 3 Department of Applied Mathematics, ...
IEEE

Fault Diagnosis of a Stand-Alone Wind System Using Supervised Learning Methods

Abstract: Fault detection is an essential component of an electrical system that speeds up fault source detection and prolongs the operation time. When a system operates in an islanded condition, ...
Frontiers

Machine Learning Algorithm Using Electronic Chart-Derived Data to Predict Delirium After Elderly Hip Fracture Surgeries: A Retrospective Case-Control Study

Background: Elderly patients undergoing hip fracture repair surgery are at increased risk of delirium due to aging, comorbidities, and frailty. But current methods for identifying the high risk of ...
Frontiers

DeepCSO: A Deep-Learning Network Approach to Predicting Cysteine S-Sulphenylation Sites

The NUM encoding approach maps each type of amino acid residue to an integer (Zhang Y. et al., 2019). Specifically, in the alphabet “AVLIFWMPGSTCYNQHKRDE-”, each letter from “A” to “-” is converted to ...