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

MSIpred: a python package for tumor microsatellite instability classification from tumor mutation annotation data using a support vector machine

Microsatellite instability (MSI) is characterized by high degree of polymorphism in microsatellite lengths due to deficiency in mismatch repair (MMR) system. MSI is associated with several tumor types ...
Nature

A hybrid quantum-classical classification model based on branching multi-scale entanglement renormalization ansatz

Machine learning has made significant strides in diverse scientific and technological domains, such as image recognition and natural language processing. The rapid growth of big data and artificial ...