Nature

A multi-label dataset for China’s agricultural and rural scenes classification from VHR satellite imagery

This study releases China-MAS-50k, i.e., China Multi-label dataset for Agriculture & rural Scene 50k, the first very-high-resolution (VHR) remote sensing dataset for multi-label classification ...
Nature

A multi-scale hybrid ResNet–transformer with distance-aware learning for interpretable BI-RADS mammographic classification

Timely and accurate classification of breast lesions is needed on mammograms, as it will enhance clinical decisions and reduce unnecessary biopsies. The study proposes a Multi-Scale Hybrid ...
Visual Studio Magazine

Multi-Class Classification Using LightGBM

A multi-class classification problem is one where the goal is to predict a discrete variable that has three or more possible values. For example, you might want to predict a person's political leaning ...