Analytic Resources

ROC, Sensitive, and Specificity

Understanding Confusion MatrixWhen we get the data, after data cleaning, pre-processing, and wrangling, the first step we do is to feed it to an outstanding model and of course, get output in probabilities. But hold on! How in…

Understanding AUC - ROC CurveIn Machine Learning, performance measurement is an essential task. So when it comes to a classification problem, we can count on an AUC - ROC Curve. When we need to check or visualize the performance…

StatQuest- ROC and AUC, Clearly Explained! (16:16)

MedCram- Sensitivity and Specificity Explained Clearly (12:14)

Clinical Information Sciences- Medical Statistics: Calculating Sensitivity and Specificity using a 2x2 table (1:42)

Shaneyfelt- How to interpret ROC curves (5:25)

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