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Table D.2.
CNN percentage performances evaluated for each cluster and for each band configuration related to the EXP1 experiment.
| A383 z = 0.188 | R2129 z = 0.234 | A2744 z = 0.308 | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| mixed | ACS | ALL | mixed* | mixed | ACS | ALL | mixed* | mixed | ACS | ALL | mixed* | ||
| AE | 77.0 | 81.8 | 78.3 | 83.0 | 89.7 | 91.6 | 93.7 | 92.3 | 93.6 | ||||
| pur | 77.2 | 82.9 | 82.5 | 86.3 | 76.5 | 84.6 | 86.5 | 84.4 | 95.3 | ||||
| CLM | compl | 81.5 | 82.9 | 75.0 | 81.5 | 90.7 | 91.7 | 88.9 | 88.4 | 86.5 | |||
| F1 | 79.3 | 82.9 | 78.6 | 83.8 | 83.0 | 88.0 | 87.7 | 86.4 | Only mixed* | 90.7 | |||
| pur | 76.7 | 80.6 | 74.4 | 79.6 | 96.2 | 95.6 | 96.2 | 95.5 | 92.8 | ||||
| NCLM | compl | 71.7 | 80.6 | 82.1 | 84.8 | 89.3 | 91.6 | 95.3 | 93.8 | 97.6 | |||
| F1 | 74.2 | 80.6 | 78.0 | 82.1 | 92.6 | 93.6 | 95.8 | 94.6 | 95.2 | ||||
| MS2137 z = 0.316 | R2248 z = 0.346 | M1931 z = 0.352 | |||||||||||
| mixed | ACS | ALL | mixed* | mixed | ACS | ALL | mixed* | mixed | ACS | ALL | mixed* | ||
| AE | 83.7 | 81.5 | 88.2 | 88.4 | 89.5 | 86.5 | 90.2 | 88.1 | 84.0 | 86.0 | 84.9 | 90.0 | |
| pur | 80.0 | 79.7 | 85.7 | 89.7 | 88.6 | 85.2 | 90.7 | 88.3 | 91.3 | 85.3 | 83.6 | 100.0 | |
| CLM | compl | 87.8 | 81.0 | 90.9 | 85.4 | 92.4 | 91.3 | 92.5 | 89.8 | 67.7 | 80.6 | 78.0 | 75.8 |
| F1 | 83.7 | 80.3 | 88.2 | 87.5 | 90.5 | 88.1 | 91.6 | 89.1 | 77.8 | 82.9 | 80.7 | 86.2 | |
| pur | 87.8 | 83.1 | 90.9 | 87.2 | 90.6 | 88.3 | 89.5 | 87.9 | 80.8 | 86.4 | 85.7 | 85.4 | |
| NCLM | compl | 80.0 | 81.9 | 85.7 | 91.1 | 86.1 | 80.7 | 87.2 | 86.1 | 95.5 | 89.9 | 89.7 | 100.0 |
| F1 | 83.7 | 82.5 | 88.2 | 89.1 | 88.3 | 84.3 | 88.3 | 87.0 | 87.5 | 88.1 | 87.6 | 92.1 | |
| M1115 z = 0.352 | A370 z = 0.375 | M0416 z = 0.397 | |||||||||||
| mixed | ACS | ALL | mixed* | mixed | ACS | ALL | mixed* | mixed | ACS | ALL | mixed* | ||
| AE | 88.1 | 84.9 | 89.6 | 92.5 | 88.9 | 90.3 | 90.0 | 91.5 | 92.2 | ||||
| pur | 85.7 | 82.5 | 90.9 | 91.8 | 85.8 | 92.4 | 90.3 | 95.7 | 93.3 | ||||
| CLM | compl | 93.0 | 89.5 | 89.3 | 94.4 | 87.6 | 87.1 | 88.8 | 86.8 | 87.1 | |||
| F1 | 89.2 | 85.8 | 90.1 | 93.1 | Only mixed* | 86.7 | 89.7 | 89.5 | 91.0 | 91.5 | |||
| pur | 91.2 | 87.9 | 88.2 | 93.4 | 89.5 | 88.6 | 89.7 | 88.1 | 89.0 | ||||
| NCLM | compl | 82.5 | 80.0 | 90.0 | 90.5 | 87.9 | 93.3 | 91.1 | 96.1 | 96.9 | |||
| F1 | 86.7 | 83.8 | 89.1 | 91.9 | 88.6 | 90.9 | 90.4 | 91.9 | 92.8 | ||||
| M1206 z = 0.439 | M0329 z = 0.450 | R1347 z = 0.451 | |||||||||||
| mixed | ACS | ALL | mixed* | mixed | ACS | ALL | mixed* | mixed | ACS | ALL | mixed* | ||
| AE | 87.7 | 90.3 | 87.4 | 89.7 | 81.6 | 81.9 | 83.3 | 85.0 | 91.2 | 90.7 | 89.7 | 89.9 | |
| pur | 83.7 | 89.8 | 84.2 | 89.9 | 76.9 | 76.8 | 79.1 | 83.3 | 79.7 | 81.6 | 80.4 | 81.0 | |
| CLM | compl | 89.7 | 90.2 | 86.7 | 86.5 | 89.6 | 91.5 | 88.3 | 91.0 | 100.0 | 96.9 | 93.8 | 92.2 |
| F1 | 86.6 | 90.0 | 85.4 | 88.2 | 82.8 | 83.5 | 83.5 | 87.1 | 88.7 | 88.6 | 86.5 | 86.2 | |
| pur | 91.3 | 90.8 | 89.9 | 89.6 | 87.9 | 89.5 | 88.1 | 90.0 | 100.0 | 97.9 | 96.2 | 95.6 | |
| NCLM | compl | 86.2 | 90.4 | 88.0 | 92.3 | 73.9 | 72.3 | 78.8 | 78.3 | 86.6 | 87.0 | 87.5 | 88.7 |
| F1 | 88.7 | 90.6 | 88.9 | 90.9 | 80.3 | 80.0 | 83.2 | 83.7 | 92.8 | 92.2 | 91.7 | 92.0 | |
| M1311 z = 0.494 | M1149 z = 0.542 | M2129 z = 0.587 | |||||||||||
| mixed | ACS | ALL | mixed* | mixed | ACS | ALL | mixed* | mixed | ACS | ALL | mixed* | ||
| AE | 77.1 | 82.5 | 75.8 | 78.1 | 85.9 | 90.7 | 88.0 | 89.4 | 85.5 | 86.4 | 84.9 | 86.1 | |
| pur | 72.7 | 80.3 | 75.0 | 76.0 | 74.5 | 83.3 | 80.5 | 82.3 | 85.9 | 87.3 | 91.0 | 91.3 | |
| CLM | compl | 85.1 | 77.8 | 78.3 | 80.9 | 94.5 | 92.6 | 91.5 | 91.3 | 82.7 | 83.1 | 75.3 | 77.8 |
| F1 | 78.4 | 79.0 | 76.6 | 78.4 | 83.3 | 87.7 | 85.6 | 86.6 | 84.3 | 85.2 | 82.4 | 84.0 | |
| pur | 82.9 | 84.1 | 76.7 | 80.4 | 96.1 | 95.6 | 94.0 | 94.5 | 85.3 | 85.6 | 81.0 | 82.7 | |
| NCLM | compl | 69.4 | 86.0 | 73.3 | 75.5 | 80.8 | 89.7 | 85.7 | 88.3 | 88.0 | 89.2 | 93.4 | 93.5 |
| F1 | 75.6 | 85.1 | 75.0 | 77.9 | 87.8 | 92.6 | 89.7 | 91.3 | 86.6 | 87.4 | 86.7 | 87.8 | |
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