Table 1. Performance of the artificial neural network for detection of pneumonia vectors identified by manual image analysis.
Input | Vec | Training | Testing | Sensitivity (%) | Specificity (%) | ||
---|---|---|---|---|---|---|---|
Features | F1 | 4 | 10 | 1611 | 1444 | 91.52 | 100 |
F2 | 4 | 10 | 1611 | 1444 | 90.68 | 100 |
Input: Number of predicting features/variables
Vec: Number of vector neighbors that were averaged
Training: Number of vectors used for training
Testing: Number of vectors used for testing