| Study of precision/prediction correlation | We define set1=MB, set2=MB+all causes and effects, set3=all relatives | Pearson correlation coefficients (pvalues in parenthesis) | ||||||||||||
| We average scores using weights 3, 2, 1 | ||||||||||||||
| MB Precision | The columns and line "mean" refer to averaging the scores before computing the correlations | |||||||||||||
| In yellow significant correlation with 95% confidence; In red very weak or no correlation | ||||||||||||||
| Set 0 | Set 1 | Set 2 | Mean | |||||||||||
| REGED | 0.24 ( 0.4) | 0.25 ( 0.4) | 0.63 (0.009) | 0.46 ( 0.08) | ||||||||||
| SIDO | 0.28 ( 0.3) | 0.38 ( 0.2) | 0.44 ( 0.1) | 0.56 ( 0.01) | ||||||||||
| CINA | -0.30 ( 0.3) | -0.00 ( 1) | 0.52 ( 0.05) | 0.47 ( 0.06) | ||||||||||
| MARTI | 0.45 ( 0.2) | 0.44 ( 0.2) | 0.37 ( 0.3) | 0.59 ( 0.07) | ||||||||||
| Mean | 0.80 (2e-005) | 0.52 ( 0.01) | 0.72 (0.0001) | 0.76 (2e-013) | ||||||||||
| Average over 3 sets precision | ||||||||||||||
| Set 0 | Set 1 | Set 2 | Mean | |||||||||||
| REGED | 0.26 ( 0.3) | 0.28 ( 0.3) | 0.63 (0.009) | 0.48 ( 0.06) | ||||||||||
| SIDO | 0.31 ( 0.2) | 0.38 ( 0.2) | 0.44 ( 0.1) | 0.56 ( 0.01) | ||||||||||
| CINA | -0.30 ( 0.3) | -0.00 ( 1) | 0.52 ( 0.05) | 0.47 ( 0.05) | ||||||||||
| MARTI | 0.44 ( 0.2) | 0.51 ( 0.09) | 0.50 ( 0.1) | 0.65 ( 0.02) | ||||||||||
| Mean | 0.84 (2e-006) | 0.64 (0.001) | 0.73 (0.0001) | 0.80 (7e-016) | ||||||||||
| MB recall | ||||||||||||||
| Set 0 | Set 1 | Set 2 | Mean | |||||||||||
| REGED | 0.46 ( 0.07) | -0.18 ( 0.5) | 0.27 ( 0.3) | 0.13 ( 0.6) | ||||||||||
| SIDO | 0.26 ( 0.3) | 0.71 (0.003) | 0.33 ( 0.3) | 0.48 ( 0.04) | ||||||||||
| CINA | 0.37 ( 0.2) | 0.20 ( 0.5) | -0.43 ( 0.1) | 0.35 ( 0.2) | ||||||||||
| MARTI | -0.30 ( 0.4) | 0.81 (0.004) | 0.28 ( 0.5) | 0.44 ( 0.2) | ||||||||||
| Mean | 0.68 (0.0007) | 0.77 (3e-005) | 0.73 (0.0001) | 0.58 (4e-007) | ||||||||||
| Average over 3 sets recall | ||||||||||||||
| Set 0 | Set 1 | Set 2 | Mean | |||||||||||
| REGED | 0.39 ( 0.1) | -0.13 ( 0.6) | 0.13 ( 0.6) | 0.02 ( 1) | ||||||||||
| SIDO | 0.26 ( 0.3) | 0.71 (0.003) | 0.33 ( 0.3) | 0.48 ( 0.04) | ||||||||||
| CINA | 0.37 ( 0.2) | 0.20 ( 0.5) | -0.43 ( 0.1) | 0.35 ( 0.2) | ||||||||||
| MARTI | 0.15 ( 0.6) | 0.78 (0.003) | 0.58 ( 0.05) | 0.57 ( 0.05) | ||||||||||
| Mean | 0.63 (0.002) | 0.71 (0.0002) | 0.68 (0.0005) | 0.51 (2e-005) | ||||||||||
| MB Fmeasure (2*recall*precision/(precision+recall)) | ||||||||||||||
| Set 0 | Set 1 | Set 2 | Mean | |||||||||||
| REGED | 0.22 ( 0.4) | 0.13 ( 0.6) | 0.65 (0.006) | 0.50 ( 0.05) | ||||||||||
| SIDO | 0.29 ( 0.2) | 0.75 (0.001) | 0.37 ( 0.2) | 0.54 ( 0.02) | ||||||||||
| CINA | 0.37 ( 0.2) | 0.05 ( 0.9) | -0.21 ( 0.4) | 0.51 ( 0.04) | ||||||||||
| MARTI | 0.56 ( 0.09) | 0.51 ( 0.1) | 0.50 ( 0.2) | 0.70 ( 0.03) | ||||||||||
| Mean | 0.81 (8e-006) | 0.82 (3e-006) | 0.80 (1e-005) | 0.83 (2e-017) | ||||||||||
| Average over 3 sets Fmeasure | ||||||||||||||
| Set 0 | Set 1 | Set 2 | Mean | |||||||||||
| REGED | 0.34 ( 0.2) | 0.10 ( 0.7) | 0.65 (0.006) | 0.58 ( 0.02) | ||||||||||
| SIDO | 0.29 ( 0.2) | 0.75 (0.001) | 0.37 ( 0.2) | 0.54 ( 0.02) | ||||||||||
| CINA | 0.37 ( 0.2) | 0.05 ( 0.9) | -0.21 ( 0.4) | 0.51 ( 0.04) | ||||||||||
| MARTI | 0.66 ( 0.02) | 0.94 (7e-006) | 0.67 ( 0.02) | 0.87 (0.0002) | ||||||||||
| Mean | 0.80 (1e-005) | 0.85 (4e-007) | 0.79 (1e-005) | 0.83 (7e-018) | ||||||||||
| Average over 3 set; Fmeasure except precision for SIDO12 and CINA1&2 | ||||||||||||||
| Set 0 | Set 1 | Set 2 | Mean | |||||||||||
| REGED | 0.34 ( 0.2) | 0.10 ( 0.7) | 0.65 (0.006) | 0.58 ( 0.02) | ||||||||||
| SIDO | 0.31 ( 0.2) | 0.38 ( 0.2) | 0.44 ( 0.1) | 0.56 ( 0.01) | ||||||||||
| CINA | -0.30 ( 0.3) | -0.00 ( 1) | 0.52 ( 0.05) | 0.47 ( 0.05) | ||||||||||
| MARTI | 0.66 ( 0.02) | 0.94 (7e-006) | 0.67 ( 0.02) | 0.87 (0.0002) | ||||||||||
| Mean | 0.90 (2e-008) | 0.83 (2e-006) | 0.76 (4e-005) | 0.84 (2e-018) | ||||||||||