Michał BrzozowskiDrawing and Explaining ROC Curves with Racing TurtlesIn machine learning, there are numerous metrics to evaluate the quality of a classifier. One of the most popular is AUC, which measures the…Dec 2
Abhishek JainAUCROC and Curve — Performance metric for classification problem in machine learning (Theoretical…In this blog, we will see how ROC and AUC curve works, why do we use them, for which problems are they used and lastly we will see how to…Nov 28
InFunTech AcademybyPriyakant CharokarChocolate, Toys, and the World of AI: Understanding AUC (Area Under the ROC Curve) 🍫📈Imagine you’re in your favorite toy store 🍫🧸, where your robot 🤖 is busy trying to tell the difference between chocolates 🍫 and toys…Sep 8Sep 8
Shailey DashUnderstanding the ROC and AUC IntuitivelyROC and AUC are the gold standard of classification effectiveness evaluation. Yet, both terms are intuitively a bit of a black box. I aim…Oct 19, 20224Oct 19, 20224
Lishuang (Lisa) DengWhy a model exhibits high accuracy but low precision, low recall, and a low AUC scoreWhile evaluating a classification model, we often use accuracy, and the AUC score as evaluation metrics. The higher the accuracy score we…Sep 6Sep 6
Michał BrzozowskiDrawing and Explaining ROC Curves with Racing TurtlesIn machine learning, there are numerous metrics to evaluate the quality of a classifier. One of the most popular is AUC, which measures the…Dec 2
Abhishek JainAUCROC and Curve — Performance metric for classification problem in machine learning (Theoretical…In this blog, we will see how ROC and AUC curve works, why do we use them, for which problems are they used and lastly we will see how to…Nov 28
InFunTech AcademybyPriyakant CharokarChocolate, Toys, and the World of AI: Understanding AUC (Area Under the ROC Curve) 🍫📈Imagine you’re in your favorite toy store 🍫🧸, where your robot 🤖 is busy trying to tell the difference between chocolates 🍫 and toys…Sep 8
Shailey DashUnderstanding the ROC and AUC IntuitivelyROC and AUC are the gold standard of classification effectiveness evaluation. Yet, both terms are intuitively a bit of a black box. I aim…Oct 19, 20224
Lishuang (Lisa) DengWhy a model exhibits high accuracy but low precision, low recall, and a low AUC scoreWhile evaluating a classification model, we often use accuracy, and the AUC score as evaluation metrics. The higher the accuracy score we…Sep 6
İlyurek KılıçROC Curve and AUC: Evaluating Model PerformanceIn the world of machine learning, evaluating the performance of a model is paramount. Among the various metrics available, the ROC…Sep 19, 2023
RidgeRun.aiDemystifying ROC Curves: Understanding Performance Metrics for AI Classification ModelsDescription: Learn how to interpret ROC curves for model evaluation and tuning.Aug 13
Yassine EL KHALConfusion matrix, AUC and ROC curve and Gini clearly explainedUnderstanding the confusion matrix, AUC and ROC curve with their implementationsMar 18, 20211
