This notebook for the bias analysis on the Bollywood celebrity face dataset.
The project contains " Analysis of the Machine Learning model for bias ". Here SVM used as a machine learning model. The code contains these results:
Training of the model on Bollywood celebrity dataset
Choose any 10 classes from the dataset and shows
- class-wise accuracy
- Overall accuracy
- Check if the model is biased or not by using at-least 2 metrics ex. Confusion Matrix and bias score
Dataset- link