{"repo":"apple/ml-hierarchical-confusion-matrix","free":true,"listed":false,"github":"https://github.com/apple/ml-hierarchical-confusion-matrix","clone":"git clone https://github.com/apple/ml-hierarchical-confusion-matrix.git","description":"Neo: Hierarchical Confusion Matrix Visualization (CHI 2022)","language":"TypeScript","stars":312,"topics":["confusion-matrix","data-visualization","machine-learning","visual-analytics"],"license":null,"category":"machine-learning","readme_excerpt":"Neo: Hierarchical Confusion Matrix The confusion matrix, a ubiquitous visualization for helping people evaluate machine learning models, is a tabular layout that compares predicted class labels against actual class labels over all data instances. Neo is a visual analytics system that enables practitioners to flexibly author and interact with hierarchical and multi-output confusion matrices, visualize derived metrics, renormalize confusions, and share matrix specifications. This code accompanies the research paper: Neo: Generalizing Confusion Matrix Visualization to Hierarchical and Multi-Output Labels Jochen Görtler, Fred Hohman, Dominik Moritz, Kanit Wongsuphasawat, Donghao Ren, Rahul Nair, Marc Kirchner, Kayur Patel ACM Conference on Human Factors in Computing Systems (CHI), 2022. Paper, Live demo, Video, Video Preview, Code Documentation You can embed our confusion matrix visualization into your own project. There are two ways to use it. NPM Install with npm install --save @apple/hierarchical-confusion-matrix or yarn add @apple/hierarchical-confusion-matrix . Then you can import the module in your project Embed the Compiled File If you prefer to load the compiled JavaScript directly, you have to compile it. To do this, run yarn install and copy the public/confMat.js into your project. Here is a simple example of a small confusion matrix: Specification You can find all the options that you can pass via the spec argument in src/specification.ts . Loaders The different loader","default_branch":null,"files":null,"tree":[],"storefront":"/r/apple","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/apple/ml-hierarchical-confusion-matrix/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}