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Table of contents:
- Overview
- Performance Plots
- Performance of Afold - scored higher in this pairwise comparison
- Performance of RNAalifold(seed) - scored lower in this pairwise comparison
- Compile and download dataset for Afold & RNAalifold(seed) [.zip] - may take several seconds...
Overview
| Metric | Afold | RNAalifold(seed) | |
|---|---|---|---|
| MCC | 0.607 | > | 0.571 |
| Average MCC ± 95% Confidence Intervals | 0.723 ± 0.116 | > | 0.585 ± 0.112 |
| Sensitivity | 0.571 | > | 0.380 |
| Positive Predictive Value | 0.649 | < | 0.860 |
| Total TP | 452 | > | 301 |
| Total TN | 205142 | < | 205488 |
| Total FP | 293 | > | 60 |
| Total FP CONTRA | 48 | > | 11 |
| Total FP INCONS | 196 | > | 38 |
| Total FP COMP | 49 | > | 11 |
| Total FN | 340 | < | 491 |
| P-value | 5.10776592382e-08 | ||
Performance plots
Performance of Afold - scored higher in this pairwise comparison
1. Total counts & total scores for Afold
| Total Base Pair Counts | |
|---|---|
| Total TP | 452 |
| Total TN | 205142 |
| Total FP | 293 |
| Total FP CONTRA | 48 |
| Total FP INCONS | 196 |
| Total FP COMP | 49 |
| Total FN | 340 |
| Total Scores | |
|---|---|
| MCC | 0.607 |
| Average MCC ± 95% Confidence Intervals | 0.723 ± 0.116 |
| Sensitivity | 0.571 |
| Positive Predictive Value | 0.649 |
| Nr of predictions | 23 |
2. Individual counts for Afold [ download as .csv ]
| RNA Chain | Rfam family | MCC | SENS | PPV | TP | TN | FP | FP CONTRA | FP INCONS | FP COMP | FN |
| 2KDQ_B | 0.95 | 0.91 | 1.00 | 10 | 396 | 0 | 0 | 0 | 0 | 1 | |
| 2KE6_A | 0.97 | 0.95 | 1.00 | 18 | 1110 | 1 | 0 | 0 | 1 | 1 | |
| 2KUR_A | 0.95 | 0.90 | 1.00 | 19 | 1109 | 0 | 0 | 0 | 0 | 2 | |
| 2KUU_A | 0.92 | 0.86 | 1.00 | 18 | 1110 | 1 | 0 | 0 | 1 | 3 | |
| 2KUV_A | 0.93 | 0.86 | 1.00 | 19 | 1109 | 0 | 0 | 0 | 0 | 3 | |
| 2KUW_A | 0.95 | 0.90 | 1.00 | 19 | 1109 | 0 | 0 | 0 | 0 | 2 | |
| 2KX8_A | 0.94 | 0.89 | 1.00 | 16 | 845 | 0 | 0 | 0 | 0 | 2 | |
| 2L1F_B | 0.96 | 0.96 | 0.96 | 24 | 2120 | 1 | 0 | 1 | 0 | 1 | |
| 2L1F_A | 0.96 | 0.96 | 0.96 | 23 | 2056 | 1 | 0 | 1 | 0 | 1 | |
| 2L94_A | 0.97 | 0.95 | 1.00 | 19 | 971 | 0 | 0 | 0 | 0 | 1 | |
| 2LC8_A | 0.61 | 0.55 | 0.69 | 11 | 1524 | 6 | 0 | 5 | 1 | 9 | |
| 2XXA_G | 0.34 | 0.31 | 0.39 | 13 | 5118 | 20 | 1 | 19 | 0 | 29 | |
| 3A3A_A | 0.84 | 0.70 | 1.00 | 26 | 3629 | 0 | 0 | 0 | 0 | 11 | |
| 3IVN_B | 0.78 | 0.61 | 1.00 | 19 | 2327 | 0 | 0 | 0 | 0 | 12 | |
| 3IYQ_A | 0.31 | 0.34 | 0.29 | 32 | 60616 | 82 | 23 | 55 | 4 | 62 | |
| 3IZ4_A | 0.48 | 0.45 | 0.51 | 59 | 70760 | 58 | 11 | 46 | 1 | 73 | |
| 3JYX_4 | 0.31 | 0.30 | 0.31 | 10 | 12214 | 35 | 5 | 17 | 13 | 23 | |
| 3LA5_A | 0.78 | 0.62 | 1.00 | 21 | 2464 | 0 | 0 | 0 | 0 | 13 | |
| 3NPB_A | 0.74 | 0.61 | 0.90 | 28 | 6990 | 5 | 0 | 3 | 2 | 18 | |
| 3O58_3 | 0.34 | 0.34 | 0.34 | 12 | 12368 | 37 | 2 | 21 | 14 | 23 | |
| 3RKF_A | 0.76 | 0.59 | 1.00 | 20 | 2191 | 0 | 0 | 0 | 0 | 14 | |
| 4A1C_2 | 0.14 | 0.15 | 0.14 | 5 | 11745 | 43 | 5 | 26 | 12 | 28 | |
| 4ENB_A | 0.67 | 0.58 | 0.79 | 11 | 1261 | 3 | 1 | 2 | 0 | 8 |
Performance of RNAalifold(seed) - scored lower in this pairwise comparison
1. Total counts & total scores for RNAalifold(seed)
| Total Base Pair Counts | |
|---|---|
| Total TP | 301 |
| Total TN | 205488 |
| Total FP | 60 |
| Total FP CONTRA | 11 |
| Total FP INCONS | 38 |
| Total FP COMP | 11 |
| Total FN | 491 |
| Total Scores | |
|---|---|
| MCC | 0.571 |
| Average MCC ± 95% Confidence Intervals | 0.585 ± 0.112 |
| Sensitivity | 0.380 |
| Positive Predictive Value | 0.860 |
| Nr of predictions | 23 |
2. Individual counts for RNAalifold(seed) [ download as .csv ]
| RNA Chain | Rfam family | MCC | SENS | PPV | TP | TN | FP | FP CONTRA | FP INCONS | FP COMP | FN |
| 2KDQ_B | 0.52 | 0.27 | 1.00 | 3 | 403 | 0 | 0 | 0 | 0 | 8 | |
| 2KE6_A | 0.97 | 0.95 | 1.00 | 18 | 1110 | 1 | 0 | 0 | 1 | 1 | |
| 2KUR_A | 0.95 | 0.90 | 1.00 | 19 | 1109 | 0 | 0 | 0 | 0 | 2 | |
| 2KUU_A | 0.92 | 0.86 | 1.00 | 18 | 1110 | 1 | 0 | 0 | 1 | 3 | |
| 2KUV_A | 0.93 | 0.86 | 1.00 | 19 | 1109 | 0 | 0 | 0 | 0 | 3 | |
| 2KUW_A | 0.84 | 0.76 | 0.94 | 16 | 1111 | 1 | 0 | 1 | 0 | 5 | |
| 2KX8_A | 0.00 | 0.00 | 0.00 | 0 | 861 | 0 | 0 | 0 | 0 | 18 | |
| 2L1F_B | 0.64 | 0.56 | 0.74 | 14 | 2126 | 5 | 0 | 5 | 0 | 11 | |
| 2L1F_A | 0.67 | 0.58 | 0.78 | 14 | 2062 | 4 | 0 | 4 | 0 | 10 | |
| 2L94_A | 0.59 | 0.40 | 0.89 | 8 | 981 | 1 | 0 | 1 | 0 | 12 | |
| 2LC8_A | -0.01 | 0.00 | 0.00 | 0 | 1528 | 12 | 0 | 12 | 0 | 20 | |
| 2XXA_G | 0.46 | 0.21 | 1.00 | 9 | 5142 | 0 | 0 | 0 | 0 | 33 | |
| 3A3A_A | 0.71 | 0.51 | 1.00 | 19 | 3636 | 0 | 0 | 0 | 0 | 18 | |
| 3IVN_B | 0.61 | 0.48 | 0.79 | 15 | 2327 | 4 | 2 | 2 | 0 | 16 | |
| 3IYQ_A | 0.38 | 0.21 | 0.69 | 20 | 60697 | 13 | 5 | 4 | 4 | 74 | |
| 3IZ4_A | 0.42 | 0.21 | 0.85 | 28 | 70843 | 5 | 1 | 4 | 0 | 104 | |
| 3JYX_4 | 0.46 | 0.21 | 1.00 | 7 | 12239 | 2 | 0 | 0 | 2 | 26 | |
| 3LA5_A | 0.63 | 0.47 | 0.84 | 16 | 2466 | 3 | 1 | 2 | 0 | 18 | |
| 3NPB_A | 0.66 | 0.48 | 0.92 | 22 | 6997 | 3 | 1 | 1 | 1 | 24 | |
| 3O58_3 | 0.51 | 0.26 | 1.00 | 9 | 12394 | 0 | 0 | 0 | 0 | 26 | |
| 3RKF_A | 0.63 | 0.47 | 0.84 | 16 | 2192 | 3 | 1 | 2 | 0 | 18 | |
| 4A1C_2 | 0.39 | 0.15 | 1.00 | 5 | 11776 | 2 | 0 | 0 | 2 | 28 | |
| 4ENB_A | 0.56 | 0.32 | 1.00 | 6 | 1269 | 0 | 0 | 0 | 0 | 13 |
Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.