Table 6. Sentence vs Paragraph-Input Binary Classification Models, in Predictive Accuracy.
Overall | Indications and Usage | Warnings and Precautions | |||
---|---|---|---|---|---|
Sentence Input | Val. | PLR | 0.96 | ||
Testing | PLR | 0.95 | 0.94 | 0.96 | |
non-PLR | 0.89 | 0.91 | 0.88 | ||
Paragraph Input | Val. | PLR | 0.98 | ||
Testing | PLR | 0.97 | 0.96 | 0.98 | |
non-PLR | 0.92 | 0.92 | 0.92 |