The Definitive Guide to Designing Product Metrics
Discussing Precision and Recall metrics, metric design interviews, and the metric lifecycle
By Zachary Thomas in Editors’ Picks – 11 min read
A Must-Know New Clustering Algorithm for Disease Modelling
This article explains a new method for clustering disease data by both subtype and stage called SuStaIn (Subtype & Stage Inference). It explains the concept, summarises the maths, and provides a link to the python code.
By Lucy Rothwell in Unsupervised Learning – 10 min read
Systematically Tuning Your Model by Looking at Bias and Variance
Have you ever wondered if there is a more systematic way of tuning your model, than blindly guessing the hyperparameters or using a grid search?
By Sebastian Poliak in Computer Science – 4 min read
A Beginners Guide to Scikit-Learn
Getting started with the number one python machine learning library
By Rebecca Vickery in Getting Started – 5 min read
20 Popular Machine Learning Metrics. Part 2: Ranking, & Statistical Metrics
A brief introduction to the most important metrics used in machine learning for evaluating classification, regression, ranking, statistical, vision, NLP, & deep learning models
By Shervin Minaee – 8 min read
