The LiDAR data utilized ... makes predictions using these multiple decision trees and determines the final prediction result through a voting mechanism (Wu and Zhang, 2019). SVM is a machine learning ...

A machine learning project for satellite image classification using the EuroSAT dataset. Implements classical ML approaches with handcrafted features (HOG, LBP, edge detection) to classify 10 land-use ...

machine learning models and ensemble models for the classification of arrhythmia. Based on the results the high accuracy of 91% is obtained by radial basis function kernel in SVM using upsampling of ...

Abstract: Imbalanced data remains ... algorithms is utilized for sample optimization including synthetic samples of SMOTE and original samples from both classes. Then, the selected train set is used ...