Hi,
Could you share the code you used to test this hypothesis? I was reading up on ‘Building Machine Learning Powered Applications’ where “Uncertainty sampling” was mentioned.
This approach seems to be useful in identifying samples near decision boundary, and adding such similar examples to the training set.