Table 2.
Average validation accuracies of four classifiers utilizing the pseudo-RGB patches of four Stokes vector parameters.
Accuracy | S0 | S1 | S2 | S3 |
---|---|---|---|---|
| ||||
SVM | 90.2% | 91.5% | 78.8% | 92.6% |
Random Forest | 80.8% | 88.2% | 77.1% | 90.4% |
Gaussian NB | 83.7% | 92.2% | 74.0% | 82.6% |
Logistic Regression | 86.3% | 82.9% | 81.2% | 87.3% |