Morph Ii Dataset — Ultimate & Trusted

For classical machine learning approaches (like SVMs or Regressors), specific visual descriptors are often extracted:

Some schemes fix the ratios (e.g., White:Black at 1:1 and Male:Female at 3:1) to reduce bias in training. 4. How to Access morph ii dataset

The dataset is not perfectly balanced across all races and genders, which can lead to algorithmic bias if not addressed through subsetting or re-weighting . For classical machine learning approaches (like SVMs or