Deep Text Mining of Instagram Data Without Strong Supervision
TABLE IV: The average performance from three training runs.
['[ITALIC] Model', '[ITALIC] Accuracy', '[ITALIC] Precision', '[ITALIC] Recall', '[ITALIC] F1']
The Data Programming Paradigm Versus Majority The data programming approach achieves the best F1 result, on level with the human benchmark, beating both SemCluster and CNN-MajorityVote. The human benchmark had a higher precision but a lower recall than the CNN models.