Lec-6.22 Logistic Regression Part III (Arif Butt @ Data Science)
01:15 Learning Agenda
02:25 Scikit-Learn's Logistic Regression on Heart Disease Dataset
02:45 Description of Dataset
08:17 Exploratory Data Analysis
19:28 Model Training
29:24 Evaluation Metrics
32:35 Confusion Matrix
45:36 Accuracy
49:20 Precision
53:48 Recall
1:00:50 F-1 Score
1:03:32 F-Beta Score
1:07:25 Precision Recall Trade-off
1:12:05 ROC AUC Score
email: [email protected], [email protected], [email protected]
Lecture Slides and Resources: http://arifbutt.me
Jupyter notebooks: https://github.com/arifpucit/data-sci...