Archives Topics
ROC, AUC – Calculating the optimal threshold (Youdens method)
ROC, AUC – Calculating the optimal threshold (best Accuracy method)
ROC, AUC – Evaluating best model
Project files/Notebooks for the section 43
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.
ROC, AUC and PR curve background
Project files/Notebooks for the section 42
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.
Updated template with GridSearchCV
RandomizedSearchCV
Classification model master template
Classification model master template with evaluation and different data set
Project files/Notebooks for the section 41
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.
Accuracy, precision, recall, Specificity, F1 Score
Confusion matrix 3D
The accuracy, not so accurate
Confusion matrix
AdaBoost and XGBoost classifier
Project files/Notebooks for the section 40
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.
Decision Tree and Random forest
Project files/Notebooks for the section 39
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.
Project files/Notebooks for the section 38
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.