Open Access
Table 6
Average confusion matrices of the five RF and XGB classifiers trained for the different observing modes and bands.
| Parallel R RF | Parallel BL RF | Parallel BS RF | ||||
|---|---|---|---|---|---|---|
| False | True | False | True | False | True | |
| False | 99.08 | 0.92 | 99.13 | 0.87 | 99.36 | 0.64 |
| True | 3.76 | 96.24 | 3.36 | 96.64 | 2.47 | 97.53 |
| Parallel R XGB | Parallel BL XGB | Parallel BS XGB | ||||
|---|---|---|---|---|---|---|
| False | True | False | True | False | True | |
| False | 98.42 | 1.58 | 99.82 | 0.18 | 98.60 | 1.40 |
| True | 3.94 | 96.06 | 11.70 | 88.30 | 3.27 | 96.73 |
| Scan Map R RF | Scan Map BL RF | Scan Map BS RF | ||||
|---|---|---|---|---|---|---|
| False | True | False | True | False | True | |
| False | 99.24 | 0.76 | 99.45 | 0.55 | 99.50 | 0.50 |
| True | 2.81 | 97.19 | 3.31 | 96.69 | 5.73 | 94.27 |
| Scan Map R XGB | Scan Map BL XGB | Scan Map BS XGB | ||||
|---|---|---|---|---|---|---|
| False | True | False | True | False | True | |
| False | 98.92 | 1.08 | 99.26 | 0.74 | 97.69 | 2.31 |
| True | 1.42 | 98.58 | 1.75 | 98.25 | 4.52 | 95.48 |
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