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
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
Yassine EL KHALConfusion matrix, AUC and ROC curve and Gini clearly explainedUnderstanding the confusion matrix, AUC and ROC curve with their implementationsMar 18, 20211Mar 18, 20211
RidgeRun.aiDemystifying ROC Curves: Understanding Performance Metrics for AI Classification ModelsDescription: Learn how to interpret ROC curves for model evaluation and tuning.Aug 13Aug 13
Priyakant CharokarinFunTech AcademyChocolate, 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, 20224
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
Yassine EL KHALConfusion matrix, AUC and ROC curve and Gini clearly explainedUnderstanding the confusion matrix, AUC and ROC curve with their implementationsMar 18, 20211
RidgeRun.aiDemystifying ROC Curves: Understanding Performance Metrics for AI Classification ModelsDescription: Learn how to interpret ROC curves for model evaluation and tuning.Aug 13
Priyakant CharokarinFunTech AcademyChocolate, 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
data_anecdotesUnderstanding ROC and AUC for Support Vector MachinesSupport Vector Machines (SVMs) are powerful machine learning models used for classification tasks. When evaluating the performance of an…May 17, 2023
Lisa Lishuang 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
Qiping SunHow to deal with Cross-Validation based on KNN algorithm, Compute AUC based on Naive Bayes…Cross-Validation is used for evaluate predictive models by partitioning the original sample into a training set to train the model, and a…May 18, 20182