On-Device Information Extraction from SMS using Hybrid Hierarchical Classification
TABLE IV: Accuracy Comparison of Various Models
['[BOLD] Model', '[BOLD] Accuracy(%)']
We compared different machine learning architectures in terms of their accuracy across a test data. We used test data of 50 SMS for each class, making the entire test data of 900 SMS. basically implies that the same model has been used at both the levels of hierarchy. Our hybrid model performs either at par or almost equivalent to other computationally expensive models.