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Table D.3.
Statistical estimators measured in each redshift bin for the EXP1a experiment.
| k-fold | Global | k-fold | Global | k-fold | Global | k-fold | Global | k-fold | Global | ||
|---|---|---|---|---|---|---|---|---|---|---|---|
| zCLM ∈ (0.18, 0.32) | zCLM ∈ (0.32, 0.37) | zCLM ∈ (0.37, 0.41) | zCLM ∈ (0.41, 0.46) | zCLM ∈ (0.46, 0.60) | |||||||
| AE | 86.4 ± 1.1 | 86.2 | 89.0 ± 1.2 | 89.2 | 88.8 ± 1.4 | 88.6 | 88.1 ± 1.0 | 87.9 | 89.6 ± 1.3 | 89.6 | |
| pur | 84.9 ± 2.6 | 84.1 | 87.0 ± 1.7 | 86.9 | 87.9 ± 1.6 | 87.3 | 87.1 ± 1.0 | 87.0 | 87.7 ± 2.0 | 87.3 | |
| NCLM | compl | 89.6 ± 1.6 | 89.2 | 92.1 ± 1.8 | 92.4 | 90.3 ± 1.5 | 90.3 | 89.5 ± 1.6 | 89.2 | 92.8 ± 0.9 | 92.7 |
| F1 | 86.9 ± 0.9 | 86.6 | 89.3 ± 1.2 | 89.5 | 89.0 ± 1.3 | 88.8 | 88.2 ± 1.0 | 88.1 | 90.0 ± 1.2 | 89.9 | |
| pur | 89.3 ± 1.1 | 88.5 | 91.7 ± 1.7 | 91.8 | 90.2 ± 1.5 | 89.9 | 89.4 ± 1.5 | 88.9 | 92.5 ± 0.9 | 92.2 | |
| CLM | compl | 83.1 ± 3.2 | 83.1 | 85.9 ± 2.1 | 86.0 | 87.3 ± 1.8 | 86.9 | 86.6 ± 1.2 | 86.6 | 86.5 ± 2.2 | 86.5 |
| F1 | 85.7 ± 1.4 | 85.7 | 88.5 ± 1.3 | 88.9 | 88.6 ± 1.4 | 88.4 | 87.9 ± 1.0 | 87.8 | 89.2 ± 1.4 | 89.2 | |
Notes. Due to the k-fold approach, the performances are reported as pairs of mean and error (evaluated on the 10 folds) and as a single global value.
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