A Probabilistic Method to Predict Classifier Accuracy on Larger Datasets given Small Pilot Data

Ethan Harvey, Wansu Chen, David M. Kent +1

Practitioners building classifiers often start with a smaller pilot dataset and plan to grow to larger data in the near future. Such projects need a toolkit for extrapolating how m…