Artificial Intelligence, Machine Learning, Math, Computer Science, Software Engineering.
the only features which have not been transformed with PCA are ‘Time’ and ‘Amount’. df.head(5) As we can see, there are significantly more negative samples than positive samples. df['Class'].value_counts() Out: 0 284315 1 492 Name: Class, dtype: int64 For simplicity, we remove the time dimension.