Visual Studio Magazine

Multi-Class Classification Using LightGBM

Dr. James McCaffrey of Microsoft Research provides a full-code, step-by-step machine learning tutorial on how to use the LightGBM system to perform multi-class classification using Python and the ...
Visual Studio Magazine

Binary Classification Using LightGBM

Dr. James McCaffrey from Microsoft Research presents a full-code, step-by-step tutorial on using the LightGBM tree-based system to perform binary classification (predicting a discrete variable that ...
Nature

Automated classification of giant virus genomes using a random forest model built on trademark protein families

The workflow for the machine learning pipeline is described in Fig. 2. For the first round of training, we identified a set of 625 GVOGs that are found in at least 25% of the genomes in each order. We ...
Nature

Prognostic model development for classification of colorectal adenocarcinoma by using machine learning model based on feature selection technique boruta

Colorectal cancer (CRC) occurs within the colon and rectum part of the digestive system 1. According to the globocan 2020 cancer data, CRC is the third most common cancer and has an incidence rate of ...