How To Find The Right Metric For Optimal Training In Generative Networks

So far, in measuring the performance of generative networks, metrics like Fréchet Inception Distance (FID) have been popular with the evaluation of GANs. However, these metrics sometimes fail to distinguish between different failure cases owing to their one-dimensional scores.  FID…

5 Different Ways To Reduce Noise In An Imbalanced Dataset

Experienced data science and machine learning experts know that imbalanced class distribution is one of the most frequently encountered problems in data science. It occurs when the number of observations belonging to one class is significantly lower than those belonging…

More than 1,00,000 people are subscribed to our newsletter

Subscribe now to receive in-depth stories on AI & Machine Learning.