Area Under The Curve
Artificial Intelligence
Agents Under the Curve (AUC)
TLDR
in healthcare often output binary decisions comparable to disease or no disease, which by themselves cannot produce a meaningful AUC.
AUC remains to be the usual technique to compare risk and detection models in...
Artificial Intelligence
The Machine Learning “Advent Calendar” Bonus 1: AUC in Excel
, we'll implement AUC in Excel.
AUC is normally used for classification tasks as a performance metric.
But we start with a confusion matrix, because that's where everyone begins in practice. Then we'll see why a...
Artificial Intelligence
Unlock the Power of ROC Curves: Intuitive Insights for Higher Model Evaluation
all been in that moment, right? Looking at a chart as if it’s some ancient script, wondering how we’re speculated to make sense of all of it. That’s exactly how I felt once...
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