Hitting 94 Percent Accuracy on 38,000 Labels, Not 500,000
A document processing company needed 500,000 labeled samples but had budget for 50,000. Active learning got them to 94 percent accuracy with just 38,000 labels, saving $462,000 in annotation costs.