How to plot AUC ROC Curve using Python and Sklearn. Get AUC ROC Score.

Опубликовано: 29 Сентябрь 2024
на канале: TechEngineerSchool

911

This video shows AUC ROC Explained, AUC ROC Formula and Meaning, How to get AUC ROC score, how to plot AUC ROC curve manually, and many more things.

Timestamp

0:00 - Introduction and what we are going to cover today
1:25 - The machine learning models used in this tutorial
2:00 - What does AUC_ROC Curve Mean
5:24 - What python sklearn libraries you will need for this tutorial
5:54 - How to use .plot_roc_curve sklearn function/ method for logistic regression model
7:19 - How to use sklearn RocCurveDisplay .estimator method function for logistic regression model
9:30 - How to use sklearn RocCurveDisplay .prediction method function for logistic regression model
10:46 - How to manually calculate AUC Score and manually plot ROC Curve for logistic regression model
15:01 - How to plot AUC ROC Curve and score from random forest model
16:20 - How to plot AUC_ROC Curve Score of random forest model and logistic regression model on the same graph.
18:16 - How to calculate AUC score without plotting a ROC Display Curve Visualization
19:45 - Let's address the discrepancies in the scores that I got.
20:29 - How to get access to the notebook used in today's video

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