Martin McBrideinGraphic mathsArea under a polar function — integration in polar coordinatesThe familiar xy-plane uses Cartesian coordinates to represent points in a 2D space. Every point in space can be represented by a pair of…Jul 22
Carolina BentoinTowards Data ScienceROC Analysis and the AUC — Area Under the CurveExplained with a real life example in PythonDec 28, 20229
Bennett TunginBeauty in MathematicsFinding the Surface Area of a Guitar with Area Under the CurveMy Yamaha F600 guitar is something that I play frequently. Upon jamming out with it the past few days, I began to wonder how the…May 26, 2022May 26, 2022
Prasan N HEvaluating Classifier Performance with Confusion Matrix and Model Selection in Classification (ROC…In supervised learning, evaluating the performance of a classification algorithm is crucial for ensuring its effectiveness in real-world…Jan 18Jan 18
Max GrossmanNormal Distribution Visualization with Python: Kernel Density Estimations & Area Under CurveTable of ContentsFeb 24, 2023Feb 24, 2023
Martin McBrideinGraphic mathsArea under a polar function — integration in polar coordinatesThe familiar xy-plane uses Cartesian coordinates to represent points in a 2D space. Every point in space can be represented by a pair of…Jul 22
Carolina BentoinTowards Data ScienceROC Analysis and the AUC — Area Under the CurveExplained with a real life example in PythonDec 28, 20229
Bennett TunginBeauty in MathematicsFinding the Surface Area of a Guitar with Area Under the CurveMy Yamaha F600 guitar is something that I play frequently. Upon jamming out with it the past few days, I began to wonder how the…May 26, 2022
Prasan N HEvaluating Classifier Performance with Confusion Matrix and Model Selection in Classification (ROC…In supervised learning, evaluating the performance of a classification algorithm is crucial for ensuring its effectiveness in real-world…Jan 18
Max GrossmanNormal Distribution Visualization with Python: Kernel Density Estimations & Area Under CurveTable of ContentsFeb 24, 2023
Swapnil PatilReceiver Operator Curve: Navigating Performance Metrics & Exploring ROC Curves and AUC for…I was recently asked to explain the AUC for ROC Curve at work. Although I understand the mathematics behind it, I found it difficult to…Aug 21, 2023
Manoj MangamAUC Decoded: Its Meaning & Intuition. Clearly Explained!Decoding the intuition behind AUROC (Area Under ROC Curve)May 27, 2023
Zeros & Ones!Performance Matrix for Classification Models!Confusion Matrix||Accuracy Score||Classification Report||ROC_AUC CurveFeb 1, 2023
