Sampling Bias in Deep Active Classification: An Empirical Study

Benchmark Model Rank Results
text-classification-on-ag-newsULMFiT (Small data)#6Error: 6.3
text-classification-on-dbpediaULMFiT (Small data)#7Error: 0.8
text-classification-on-yahoo-answersULMFiT (Small data)#5Accuracy: 74.3
text-classification-on-yelp-2ULMFiT (Small data)#4Accuracy: 97.1%
text-classification-on-yelp-5ULMFiT (Small data)#7Accuracy: 67.6%