FAQ

imbalanced data

• https://www.tensorflow.org/tutorials/structured_data/imbalanced_data
• https://stackoverflow.com/questions/43481490/keras-class-weights-class-weight-for-one-hot-encoding
• https://github.com/jbjorne/TEES/blob/master/Detectors/KerasDetectorBase.py
• https://towardsdatascience.com/practical-tips-for-class-imbalance-in-binary-classification-6ee29bcdb8a7
• https://stackoverflow.com/questions/48485870/multi-label-classification-with-class-weights-in-keras

Class weight degrades Multi Label Classification Performance

• https://datascience.stackexchange.com/questions/28040/class-weight-degrades-multi-label-classification-performance

What is the difference between multilabel and multiclass classification?

• https://www.quora.com/What-is-the-difference-between-multilabel-and-multiclass-classification
• https://stats.stackexchange.com/questions/260505/should-i-use-a-categorical-cross-entropy-or-binary-cross-entropy-loss-for-binary