PToPI: A periodic table for Artificial Intelligence - Your visual guide to choosing the right met...

Confused about choosing the right performance metrics for your classification models 🤔? Say goodbye to confusion 👋 and hello to PToPI! Namely Periodic Table of Performance Instruments.
This video podcast provides a clear and engaging visual guide to understanding and selecting the most effective classification performance metrics for your machine learning tasks 🚀.
This visual guide, designed by Dr. Gürol Canbek, will cover:


• A comprehensive review of 57 performance instruments, including graphical, probabilistic, and entropic ones.


• Formal definitions and explanations of key concepts like canonical forms, duality, complementation, and leveling.


• How to interpret and analyze performance metrics to choose the right one for your needs.


• Practical examples from different domains to show you how to apply PToPI in real-world scenarios.


Don't miss out on this opportunity to master classification performance metrics! 🙌
Access the free full text article and download the PToPI poster here:


• Free full text: https://bit.ly/PToPlpaper


• Download PToPI poster (as an Excel xlsx file): https://github.com/gurol/PToPI


This video podcast will empower you to make informed decisions about your machine learning models and achieve better results! 💯

Видео PToPI: A periodic table for Artificial Intelligence - Your visual guide to choosing the right met... канала Gürol Canbek