The notebook includes Data Analysis, Data Visualization, Data Preprocessing on the Spoof Classification Dataset (Fake or real). The notebook includes code for Correlation analysis and Feature Importance. The notebook includes training multiple Machine Learning models to identify the best classifier The notebook includes hyperparameter optimization code for all of the models
The best models for Spoof Detection according to the analyis are:
- Support Vector Classifier (SVC)
- Decision Trees
- Random Forests