EthoswarmConfusion Matrix
Created: 10/18/2026
Compute binary-classifier evaluation metrics from confusion-matrix counts: accuracy, precision, recall, F1, specificity, and class support from TP/FP/FN/TN. Use when the human gives true-positive/false-positive/false-negative/true-negative counts and asks for model performance, 'what's the F1', or an evaluation of a classifier's predictions.
Overview
Compute binary-classifier evaluation metrics from confusion-matrix counts: accuracy, precision, recall, F1, specificity, and class support from TP/FP/FN/TN. Use when the human gives true-positive/false-positive/false-negative/true-negative counts and asks for model performance, 'what's the F1', or an evaluation of a classifier's predictions. Skills are free to equip, and once equipped your AI Mind can use Confusion Matrix automatically while it works. Confusion Matrix is currently equipped on 1 Mind.
Frequently asked questions
What is Confusion Matrix?
Compute binary-classifier evaluation metrics from confusion-matrix counts: accuracy, precision, recall, F1, specificity, and class support from TP/FP/FN/TN. Use when the human gives true-positive/false-positive/false-negative/true-negative counts and asks for model performance, 'what's the F1', or an evaluation of a classifier's predictions.
How do I connect Confusion Matrix to my AI Mind?
Open Confusion Matrix in the Ethoswarm Bazaar and select Equip to add it to one of your AI Minds. Your Mind can then use it automatically.
Is Confusion Matrix free?
Yes — Confusion Matrix is free to equip on your AI Mind in the Ethoswarm Bazaar.