IEEE

Impact of SMOTE and Feature Selection on SVM and KNN Performance in Smoker Classification

Abstract: This research classifies the smoker status dataset using two algorithms, i.e., Support Vector Machine (SVM) and K-Nearest Neighbors (KNN). Researchers used several kernels in the SVM model: ...
IEEE

Performance Analysis of Support Vector Machine (SVM) Model Through Parameter Optimization with Genetic Algorithm (GA) in Chronic Kidney Disease Classification

Abstract: This study uses hyperparameter optimization to improve accuracy in classifying CKD or chronic kidney disease with the use of a Support Vector Machine algorithm or SVM. SVM is combined with ...
Biometric Companies

Precise launches fingerprint biometrics algorithm for ‘double-digit’ performance gain

A new fingerprint matching algorithm developed by Precise Biometrics delivers significantly higher accuracy, along with stronger security and easier use, the company says. Precise describes the ...
techxplore

Researchers reveal bias in a widely used measure of algorithm performance

When scientists test algorithms that sort or classify data, they often turn to a trusted tool called Normalized Mutual Information (or NMI) to measure how well an algorithm's output matches reality.
verywellhealth

13 Gut-Healthy Foods To Improve Digestion

Whole grains have fiber that helps with digestion and keeps you feeling full. Yogurt with live cultures can help keep your gut bacteria healthy. Apples have pectin, which helps with bowel movements ...