Open Access
Table 3
Confusion matrices for the classification of unlensed, double, and quad systems.
| Truth | Predictions | |||
| Unlensed | Double | Quad | ||
| Unlensed | all : 98.4% | all : 1.3% | all : 0.3% | |
| r: 93.8% | r: 4.7% | r: 1.5% | ||
| i: 96.8% | i: 2.6% | i: 0.6% | ||
| Double | all : 14.0% | all : 70.2% | all : 15.8% | |
| r: 25.8% | r: 54.5% | r: 19.7% | ||
| i: 20.2% | i: 55.1% | i: 24.7% | ||
| Quad | all : 2.4% | all : 9.9% | all : 87.7% | |
| r: 9.2% | r: 18.5% | r: 72.3% | ||
| i: 8.2% | i: 19.5% | i: 72.3% | ||
| set A: ∆ttrue ~ U[5.0,24.0] and µtrue ~ U[1/3, 3.0] | ||||
| Truth | Predictions | |||
| Unlensed | Double | Quad | ||
| Unlensed | all : 97.0% | all : 2.6% | all : 0.4% | |
| r: 93.9% | r: 4.2% | r: 1.9% | ||
| i: 96.6% | i: 2.7% | i: 0.7% | ||
| Double | all : 14.0% | all : 69.6% | all : 16.4% | |
| r: 28.3% | r: 52.8% | r: 18.9% | ||
| i: 21.9% | i: 52.0% | i: 26.1% | ||
| Quad | all : 3.4% | all : 11.1% | all : 85.5% | |
| r: 10.3% | r: 19.5% | r: 70.2% | ||
| i: 9.6% | i: 19.5% | i: 70.9% | ||
| set B: ∆ttrue ~ U[4.0, 24.0] and µtrue ~ U[1/3, 3.0] | ||||
| Truth | Predictions | |||
| Unlensed | Double | Quad | ||
| Unlensed | all : 95.2% | all : 3.9% | all : 0.9% | |
| r: 93.4% | r : 4.7% | r: 1.9% | ||
| i: 96.0% | i: 2.8% | i: 1.2% | ||
| Double | all : 16.8% | all : 65.0% | all : 18.2% | |
| r: 30.0% | r: 49.1% | r: 20.9% | ||
| i: 24.2% | i: 47.9% | i: 27.9% | ||
| Quad | all : 3.6% | all : 11.8% | all : 84.6% | |
| r: 12.0% | r: 17.4% | r: 70.6% | ||
| i: 9.8% | i: 17.6% | i: 72.6% | ||
| set C: ∆ttrue ~ U[3.0, 24.0] and µtrue ~ U[1/3, 3.0] | ||||
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