Results (Draft)

Features: Current Form, Previous Form, Next Form, Initial Token:

1. Epochs: 1

Total Predictions: 26595 Correct Predictions: 22942 False Predictions: 3653

Overall Accuracy: 86.2643354014 Overall Precision: 79.4943478261 Overall Recall: 78.8710869565 Oqverall F-Score: 78.5836956522

2. Epochs: 10

Total Predictions: 26595 Correct Predictions: 23504 False Predictions: 3091

Overall Accuracy: 88.3775145704 Overall Precision: 80.7013043478 Overall Recall: 80.3402173913 Overall F-Score: 79.6056521739

3. Epochs: 100

Total Predictions: 26595 Correct Predictions: 23530 False Predictions: 3065

Overall Accuracy: 88.4752773078 Overall Precision: 78.1345652174 Overall Recall: 79.8369565217 Overall F-Score: 78.6573913043

4. Epochs: 1000

Total Predictions: 26595 Correct Predictions: 23557 False Predictions: 3038

Overall Accuracy: 88.5768001504 Overall Precision: 79.9354347826 Overall Recall: 80.9847826087 Overall F-Score: 79.8980434783

Features: CAPS, Current Form, Previous Form, Next Form, Current Form Length, Previous Form Length, Next Form Length, Current Form Position in Sentence

Epochs: 1 Epochs: 10 Epochs: 100 Epochs: 1000