Tag: curve
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Agents Under the Curve (AUC)
Agents Under the Curve (AUC) Towards understanding if your agentic solution is actually better The post Agents Under the Curve (AUC) appeared first on Towards Data Science. Lambert Leong Go to original source
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Conservative Decisions with Risk Scores
Conservative Decisions with Risk Scores arXiv:2509.25588v1 Announce Type: new Abstract: In binary classification applications, conservative decision-making that allows for abstention can be advantageous. To this end, we introduce a novel approach that determines the optimal cutoff interval for risk scores, which can be directly available or derived from fitted models. Within this interval, the algorithm…
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Relationship between ROC AUC and Gain curve?
Relationship between ROC AUC and Gain curve? Heya, I been studying the gains curve, and I’ve noticed there’s a relationship between the gains curve and ROC curve the smaller the base rate the closer is gains curve is to ROC curve. Anyway onto the point, is if fair to assume that for two models if…
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Unlock the Power of ROC Curves: Intuitive Insights for Better Model Evaluation
Unlock the Power of ROC Curves: Intuitive Insights for Better Model Evaluation We’ve all been in that moment, right? Staring at a chart as if it’s some ancient script, wondering how we’re supposed to make sense of it all. That’s exactly how I felt when I was asked to explain the AUC for the ROC…