Med7: a transferable clinical natural language processing model for electronic health records
Table 2: Change in accuracy with more training data. Delta denotes a relative improvement.
['Fraction', 'Accuracy', 'Delta']
Generally, collecting more training data will improve the model accuracy and lead to better generalisation. We simulated, using the Prodigy library and ’train-curve’ recipe, an acquisition of more data by training of NER model on fractions (25%, 50%, 75% and 100%) of the training set and evaluating on the test set.