Comments (2)
FAQ should be updated as the suggested method generates an error
https://maet3608.github.io/nuts-ml/faq.html?#how-to-use-class-weights-for-imbalanced-classes-in-keras
TypeError: train() takes 1 positional argument but 2 were given
class_weights = {0:1119, 1:76}
t_loss, t_acc = (ReadFromCOS('train') >> train_cache >> Shuffle(10000) >> Stratify(labelcol=1, labeldist=labeldist_train) >> build_batch >> network.train(class_weights) >> Print('Please wait, training on batches', every_sec=3000) >> NOP(Print()) >> Unzip())
instead, use
network.train(class_weight=class_weights)
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Thanks for reporting. Documentation has been fixed.
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