CompaRNA - on-line benchmarks of RNA structure prediction methods
Home

Methods
Datasets
Rankings
RNA 2D Atlas

Help
FAQ

Contact us
RSS feeds
Twitter

Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of MaxExpect - scored higher in this pairwise comparison

  4. Performance of NanoFolder - scored lower in this pairwise comparison

  5. Compile and download dataset for MaxExpect & NanoFolder [.zip] - may take several seconds...


Overview

Metric MaxExpect NanoFolder
MCC 0.586 > 0.194
Average MCC ± 95% Confidence Intervals 0.618 ± 0.033 > 0.270 ± 0.031
Sensitivity 0.570 > 0.229
Positive Predictive Value 0.604 > 0.168
Total TP 9215 > 3704
Total TN 8596211 > 8589367
Total FP 7158 < 19087
Total FP CONTRA 934 < 3388
Total FP INCONS 5111 < 15012
Total FP COMP 1113 > 687
Total FN 6948 < 12459
P-value 3.56938820447e-08

^top




Performance plots


  1. Comparison of performance of MaxExpect and NanoFolder. Positive Predictive Value (PPV) is plotted against sensitivity. Each dot represents a single test of each method. See tables below for raw data (individual counts for MaxExpect and NanoFolder).

  2. Average Matthews Correlation Coefficients (MCC) with 95% confidence intervals (CIs) were plotted for different RNA families, for which at least 3 members were present in the benchmarking dataset. 'n' denotes the number of MCCs used to calculate the average and CI. See tables below for raw data (individual counts for MaxExpect and NanoFolder).

  3. Comparison of average Matthews Correlation Coefficients (MCCs) for MaxExpect and NanoFolder. The whiskers correspond to 95% confidence intervals (CIs). 'n' denotes the number of MCCs used to calculate average MCCs and CIs. See tables below for raw data (individual counts for MaxExpect and NanoFolder).

^top





Performance of MaxExpect - scored higher in this pairwise comparison

1. Total counts & total scores for MaxExpect

Total Base Pair Counts
Total TP 9215
Total TN 8596211
Total FP 7158
Total FP CONTRA 934
Total FP INCONS 5111
Total FP COMP 1113
Total FN 6948
Total Scores
MCC 0.586
Average MCC ± 95% Confidence Intervals 0.618 ± 0.033
Sensitivity 0.570
Positive Predictive Value 0.604
Nr of predictions 251

^top



2. Individual counts for MaxExpect [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00017 0.18 0.20 0.16 13 50959 82 24 44 14 51
ASE_00083 0.73 0.68 0.78 75 62385 26 2 19 5 35
ASE_00122 0.69 0.64 0.76 56 43291 18 0 18 0 32
ASE_00185 0.75 0.70 0.81 90 73425 27 1 20 6 38
ASE_00190 0.60 0.57 0.63 51 45370 35 3 27 5 39
ASE_00191 0.52 0.51 0.53 31 29587 33 2 26 5 30
ASE_00196 0.78 0.77 0.79 58 31553 19 2 13 4 17
ASE_00221 0.63 0.56 0.71 65 64529 30 1 25 4 52
ASE_00227 0.56 0.54 0.58 72 78879 52 7 45 0 61
ASE_00228 0.53 0.53 0.53 46 46885 42 11 29 2 40
ASE_00229 0.73 0.69 0.78 60 42409 23 1 16 6 27
ASE_00231 0.62 0.59 0.64 57 47806 35 4 28 3 39
ASE_00234 0.60 0.55 0.66 71 75358 43 2 35 6 58
ASE_00238 0.71 0.66 0.77 75 64163 29 2 21 6 39
ASE_00248 0.40 0.36 0.44 41 62388 53 2 50 1 73
ASE_00250 0.64 0.58 0.70 76 78894 37 0 33 4 55
ASE_00254 0.38 0.35 0.41 29 36786 46 5 36 5 53
ASE_00255 0.56 0.54 0.59 70 74572 52 4 45 3 60
ASE_00257 0.58 0.56 0.61 54 50951 41 3 32 6 43
ASE_00267 0.66 0.61 0.70 54 45073 32 1 22 9 34
ASE_00270 0.81 0.78 0.84 100 72271 24 1 18 5 28
ASE_00274 0.62 0.57 0.68 59 55524 30 5 23 2 44
ASE_00277 0.43 0.43 0.42 39 48113 55 9 44 2 52
ASE_00279 0.49 0.48 0.51 48 53207 48 7 39 2 53
ASE_00285 0.80 0.75 0.86 92 68899 25 3 12 10 30
ASE_00287 0.72 0.68 0.76 70 54854 28 2 20 6 33
ASE_00294 0.73 0.66 0.81 113 114342 31 0 26 5 58
ASE_00295 0.62 0.54 0.70 71 73819 33 3 27 3 60
ASE_00298 0.52 0.50 0.54 56 67425 50 1 46 3 57
ASE_00318 0.64 0.63 0.65 74 80087 44 14 25 5 44
ASE_00321 0.71 0.65 0.78 57 54542 22 1 15 6 31
ASE_00335 0.62 0.58 0.66 67 75364 42 6 29 7 49
ASE_00339 0.64 0.59 0.70 70 80100 37 2 28 7 49
ASE_00340 0.74 0.74 0.73 63 45970 27 7 16 4 22
ASE_00343 0.68 0.68 0.69 77 83324 49 8 27 14 36
ASE_00344 - 0.80 0.82 0.78 46 27202 31 4 9 18 10
ASE_00350 - 0.92 0.88 0.96 46 29598 24 0 2 22 6
ASE_00367 0.55 0.51 0.59 44 42997 38 1 29 8 42
ASE_00370 0.77 0.73 0.82 61 41831 22 1 12 9 23
ASE_00372 0.68 0.65 0.71 65 51911 33 5 22 6 35
ASE_00375 0.83 0.78 0.88 86 60280 19 1 11 7 24
ASE_00376 0.67 0.64 0.71 67 56858 30 1 27 2 38
ASE_00377 0.73 0.70 0.76 75 57531 30 3 21 6 32
ASE_00386 0.54 0.51 0.57 49 50317 39 7 30 2 47
ASE_00393 0.48 0.46 0.51 43 47810 49 2 40 7 50
ASE_00412 0.49 0.46 0.53 48 58220 47 5 38 4 57
ASE_00413 0.64 0.65 0.63 53 44467 33 10 21 2 28
ASE_00416 0.70 0.67 0.73 85 77304 41 1 31 9 42
ASE_00417 0.36 0.37 0.35 37 54510 69 9 59 1 63
ASE_00422 0.78 0.77 0.79 72 46880 26 5 14 7 22
ASE_00427 0.12 0.15 0.10 7 40683 78 24 41 13 39
ASE_00428 0.78 0.75 0.81 94 76520 29 3 19 7 31
ASE_00429 - 0.55 0.52 0.60 34 28146 32 1 22 9 32
ASE_00430 0.75 0.74 0.76 72 46876 30 5 18 7 25
ASE_00434 0.61 0.59 0.63 65 68162 46 5 33 8 45
ASE_00437 0.44 0.41 0.49 55 79288 62 0 58 4 80
ASE_00451 0.64 0.60 0.68 75 70765 41 3 33 5 50
ASE_00454 0.54 0.54 0.55 34 43303 55 1 27 27 29
CRW_00648 - 0.57 0.57 0.58 84 137930 71 12 49 10 64
CRW_00654 - 0.68 0.65 0.71 80 78097 38 3 30 5 44
CRW_00658 - 0.48 0.49 0.47 50 74584 62 18 39 5 52
CRW_00663 - 0.00 0.00 0.00 0 26031 76 12 63 1 61
CRW_00664 - 0.20 0.22 0.19 17 53538 75 23 50 2 61
CRW_00671 0.80 0.76 0.85 89 62730 20 1 15 4 28
CRW_00672 0.78 0.77 0.78 86 72280 32 6 18 8 25
CRW_00674 0.63 0.61 0.64 76 83318 45 8 34 3 48
CRW_00676 0.60 0.60 0.60 69 93413 64 12 34 18 46
CRW_00685 - 0.38 0.40 0.37 42 156967 113 13 58 42 64
CRW_00688 - 0.84 0.81 0.87 46 21892 10 0 7 3 11
CRW_00721 - 0.60 0.63 0.57 43 58577 59 10 23 26 25
CRW_00756 - 0.70 0.69 0.71 119 194832 61 7 42 12 53
CRW_01535 0.94 0.89 1.00 33 7107 3 0 0 3 4
CRW_01539 0.82 0.81 0.83 30 7104 12 0 6 6 7
CRW_01563 0.21 0.19 0.24 7 6874 23 2 20 1 30
CRW_01583 0.80 0.76 0.85 28 7107 9 0 5 4 9
CRW_01590 0.24 0.24 0.24 9 7103 28 4 24 0 28
CRW_01593 0.79 0.78 0.81 29 7104 11 0 7 4 8
CRW_01595 0.58 0.54 0.63 20 8483 16 0 12 4 17
CRW_01603 0.80 0.76 0.85 28 7107 7 0 5 2 9
CRW_01617 0.92 0.89 0.94 33 7105 5 0 2 3 4
CRW_01625 0.86 0.84 0.89 31 7105 6 0 4 2 6
PDB_00011 - 0.91 0.83 1.00 10 266 0 0 0 0 2
PDB_00017 - 0.77 0.60 1.00 9 694 0 0 0 0 6
PDB_00036 - -0.01 0.00 0.00 0 3458 28 0 28 0 27
PDB_00070 0.66 0.67 0.67 16 2826 8 1 7 0 8
PDB_00078 - 0.71 0.68 0.74 78 49665 27 5 22 0 37
PDB_00113 - 0.94 0.89 1.00 8 223 0 0 0 0 1
PDB_00119 - 0.95 0.90 1.00 9 244 0 0 0 0 1
PDB_00136 - 0.76 0.73 0.79 19 2391 5 0 5 0 7
PDB_00137 - 0.87 0.77 1.00 10 396 0 0 0 0 3
PDB_00160 - 0.94 0.89 1.00 8 268 0 0 0 0 1
PDB_00178 - 0.90 0.82 1.00 9 519 1 0 0 1 2
PDB_00221 - 0.88 0.78 1.00 7 246 0 0 0 0 2
PDB_00278 - 0.10 0.10 0.11 7 24912 57 2 55 0 65
PDB_00312 - 0.46 0.44 0.50 4 427 4 0 4 0 5
PDB_00326 - 0.84 0.71 1.00 20 3721 0 0 0 0 8
PDB_00341 - 0.42 0.38 0.50 6 691 6 0 6 0 10
PDB_00349 - -0.02 0.00 0.00 0 930 16 0 16 0 14
PDB_00417 - 0.41 0.39 0.42 22 14144 32 1 29 2 34
PDB_00430 0.73 0.72 0.75 18 3216 6 3 3 0 7
PDB_00527 - -0.02 0.00 0.00 0 294 6 1 5 0 5
PDB_00565 - 0.62 0.56 0.70 28 8088 13 1 11 1 22
PDB_00570 - 0.90 0.82 1.00 18 2260 0 0 0 0 4
PDB_00571 0.42 0.36 0.50 9 3303 9 2 7 0 16
PDB_00573 - 0.75 0.71 0.80 24 6640 10 0 6 4 10
PDB_00584 - 0.33 0.29 0.38 5 1472 8 0 8 0 12
PDB_00698 - 0.94 0.89 1.00 17 844 0 0 0 0 2
PDB_00701 - 0.10 0.10 0.10 11 45344 96 9 87 0 98
PDB_00725 - 0.89 0.80 1.00 12 583 0 0 0 0 3
PDB_00734 - 0.83 0.70 1.00 7 224 0 0 0 0 3
PDB_00823 - -0.03 0.00 0.00 0 186 4 0 4 0 9
PDB_00828 0.88 0.78 1.00 21 2464 0 0 0 0 6
PDB_00851 - 0.45 0.39 0.53 16 4723 14 0 14 0 25
PDB_00890 - 1.00 1.00 1.00 14 689 0 0 0 0 0
PDB_00917 - 0.49 0.46 0.52 44 35161 47 3 37 7 51
PDB_00923 - 1.00 1.00 1.00 6 184 0 0 0 0 0
PDB_00994 - 0.11 0.12 0.11 5 10538 43 5 37 1 37
PDB_01009 0.51 0.57 0.46 12 2459 14 5 9 0 9
PDB_01051 0.88 0.85 0.92 11 891 5 0 1 4 2
PDB_01074 - -0.01 0.00 0.00 0 2746 29 3 26 0 25
PDB_01076 - 0.60 0.52 0.69 41 23377 25 1 17 7 38
PDB_01130 - 1.00 1.00 1.00 20 1750 2 0 0 2 0
PDB_01193 - 0.45 0.42 0.48 63 105898 78 4 65 9 88
PDB_01199 - 0.81 0.67 1.00 16 2129 0 0 0 0 8
PDB_01236 0.73 0.69 0.79 37 11581 13 0 10 3 17
PDB_01275 - 0.13 0.13 0.15 9 18275 53 2 50 1 62
RFA_00416 0.97 0.93 1.00 14 1471 3 0 0 3 1
RFA_00434 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00436 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00442 1.00 1.00 1.00 15 1416 2 0 0 2 0
RFA_00446 0.97 0.93 1.00 14 1471 2 0 0 2 1
RFA_00604 0.72 0.74 0.70 26 13493 21 2 9 10 9
RFA_00620 0.44 0.49 0.40 19 21897 42 7 22 13 20
RFA_00664 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00674 0.23 0.21 0.27 3 1117 8 0 8 0 11
RFA_00675 -0.01 0.00 0.00 0 980 11 0 10 1 14
RFA_00677 0.36 0.36 0.38 5 977 9 0 8 1 9
RFA_00684 0.61 0.57 0.67 8 978 5 0 4 1 6
RFA_00703 0.67 0.64 0.69 9 4265 18 1 3 14 5
RFA_00716 -0.01 0.00 0.00 0 935 11 0 11 0 14
RFA_00717 0.59 0.57 0.62 8 890 5 0 5 0 6
RFA_00730 0.69 0.67 0.73 8 892 4 1 2 1 4
RFA_00763 1.00 1.00 1.00 12 891 0 0 0 0 0
RFA_00765 1.00 1.00 1.00 12 891 1 0 0 1 0
RFA_00770 0.63 0.56 0.71 10 2002 7 0 4 3 8
RFA_00773 0.59 0.56 0.63 10 1937 6 1 5 0 8
RFA_00808 0.62 0.56 0.69 9 2003 4 0 4 0 7
RFA_00816 0.63 0.66 0.60 27 23175 24 11 7 6 14
SPR_00030 - 0.73 0.62 0.87 13 2470 3 0 2 1 8
SPR_00066 0.98 0.95 1.00 20 2830 0 0 0 0 1
SPR_00228 0.95 0.90 1.00 18 3810 1 0 0 1 2
SPR_00314 0.98 0.95 1.00 20 2906 2 0 0 2 1
SPR_00331 1.00 1.00 1.00 20 2755 0 0 0 0 0
SPR_00333 0.98 0.95 1.00 20 2755 0 0 0 0 1
SPR_00353 1.00 1.00 1.00 21 2829 0 0 0 0 0
SPR_00398 - -0.01 0.00 0.00 0 2193 20 2 16 2 13
SPR_00452 0.74 0.76 0.73 16 2828 6 3 3 0 5
SPR_00456 0.53 0.57 0.50 12 2826 15 6 6 3 9
SPR_00462 0.68 0.68 0.68 13 2396 7 3 3 1 6
SPR_00476 0.95 0.90 1.00 19 2756 0 0 0 0 2
SPR_00496 1.00 1.00 1.00 21 2754 0 0 0 0 0
SPR_00497 0.95 0.90 1.00 19 2756 0 0 0 0 2
SPR_00502 0.83 0.81 0.85 17 2906 3 0 3 0 4
SPR_00509 1.00 1.00 1.00 20 2906 0 0 0 0 0
SPR_00512 1.00 1.00 1.00 20 2906 0 0 0 0 0
SPR_00542 0.81 0.81 0.81 17 3549 7 2 2 3 4
SPR_00557 0.41 0.43 0.41 9 2828 13 1 12 0 12
SPR_00832 - 0.29 0.27 0.33 4 1641 8 4 4 0 11
SPR_00868 0.77 0.81 0.74 17 2903 7 0 6 1 4
SPR_00932 0.35 0.33 0.37 7 2831 13 1 11 1 14
SPR_00957 0.78 0.76 0.80 16 2983 5 0 4 1 5
SPR_01040 0.77 0.81 0.74 17 2752 7 0 6 1 4
SPR_01143 0.39 0.38 0.40 8 2536 12 2 10 0 13
SRP_00005 - 0.75 0.75 0.75 18 3981 9 0 6 3 6
SRP_00038 0.18 0.18 0.19 6 5019 25 2 23 0 27
SRP_00046 0.97 0.97 0.97 31 4721 2 0 1 1 1
SRP_00103 0.79 0.77 0.81 79 45354 20 2 16 2 23
SRP_00117 0.73 0.72 0.75 73 45354 26 2 22 2 29
SRP_00138 - 1.00 1.00 1.00 27 3978 6 0 0 6 0
SRP_00144 0.38 0.39 0.38 37 46567 65 7 54 4 57
SRP_00170 0.55 0.56 0.54 14 4069 13 0 12 1 11
SRP_00173 0.79 0.80 0.78 72 38134 26 1 19 6 18
SRP_00193 - 0.18 0.19 0.18 7 6863 34 2 31 1 29
SRP_00194 0.77 0.81 0.74 17 3217 8 0 6 2 4
SRP_00197 0.21 0.20 0.24 20 49370 65 3 62 0 81
SRP_00198 0.22 0.21 0.23 22 50943 75 7 68 0 81
SRP_00200 0.85 0.86 0.84 31 6866 7 1 5 1 5
SRP_00216 0.93 0.93 0.93 25 3376 3 1 1 1 2
SRP_00229 0.31 0.33 0.30 9 5223 21 5 16 0 18
SRP_00233 1.00 1.00 1.00 33 5118 0 0 0 0 0
SRP_00234 0.80 0.79 0.81 68 36231 22 0 16 6 18
SRP_00243 0.97 0.94 1.00 29 5122 1 0 0 1 2
SRP_00244 0.51 0.51 0.51 20 6864 19 3 16 0 19
SRP_00266 0.68 0.62 0.75 18 4632 7 0 6 1 11
SRP_00267 0.82 0.82 0.82 79 44455 24 0 17 7 17
SRP_00269 0.59 0.61 0.57 20 5015 15 3 12 0 13
SRP_00273 0.89 0.90 0.88 36 6745 6 1 4 1 4
SRP_00276 0.86 0.85 0.86 94 50612 16 5 10 1 16
SRP_00278 0.67 0.68 0.66 71 45949 39 6 30 3 34
SRP_00285 0.98 0.97 1.00 29 3712 0 0 0 0 1
SRP_00303 0.81 0.84 0.77 27 6635 8 1 7 0 5
SRP_00308 0.72 0.73 0.72 64 36226 26 2 23 1 24
SRP_00317 0.94 0.90 0.99 88 45061 8 0 1 7 10
SRP_00321 0.56 0.56 0.55 61 47475 51 10 40 1 47
SRP_00322 0.67 0.65 0.68 71 48412 34 1 32 1 38
SRP_00332 0.70 0.71 0.69 75 50295 34 7 26 1 31
SRP_00333 0.86 0.85 0.88 29 5118 4 0 4 0 5
SRP_00337 0.75 0.75 0.76 68 35421 24 2 20 2 23
SRP_00338 0.97 0.97 0.97 35 5424 1 0 1 0 1
SRP_00342 0.59 0.60 0.58 15 3979 16 1 10 5 10
SRP_00354 - 0.79 0.77 0.80 72 38691 21 0 18 3 21
SRP_00355 - 0.84 0.82 0.85 79 41812 18 2 12 4 17
SRP_00358 0.96 0.97 0.94 34 6292 2 1 1 0 1
SRP_00383 0.12 0.13 0.13 3 3217 20 4 16 0 21
TMR_00036 0.55 0.54 0.56 55 90427 69 13 30 26 46
TMR_00123 0.40 0.39 0.41 39 66335 61 11 45 5 62
TMR_00180 0.66 0.66 0.66 65 67062 52 6 28 18 34
TMR_00240 0.61 0.58 0.64 49 63113 34 6 22 6 36
TMR_00352 0.36 0.40 0.32 30 95172 97 18 46 33 45
TMR_00353 0.44 0.47 0.42 49 84138 81 20 48 13 56
TMR_00357 0.40 0.37 0.44 34 82951 59 14 29 16 58
TMR_00361 - 0.29 0.33 0.26 24 93436 86 20 48 18 48
TMR_00374 0.27 0.26 0.29 24 81727 74 10 49 15 68
TMR_00384 0.30 0.29 0.31 31 65604 75 3 65 7 77
TMR_00395 0.51 0.49 0.54 53 64522 49 6 39 4 56
TMR_00398 0.45 0.43 0.47 46 65244 55 2 49 4 60
TMR_00399 0.35 0.34 0.36 32 64892 62 12 44 6 62
TMR_00430 0.27 0.27 0.27 29 82513 79 17 62 0 80
TMR_00431 0.68 0.69 0.68 38 51947 65 5 13 47 17
TMR_00443 0.54 0.51 0.57 53 67068 47 11 29 7 51
TMR_00457 0.40 0.38 0.42 39 78513 58 15 39 4 63
TMR_00469 0.53 0.53 0.52 53 64519 52 17 31 4 47
TMR_00502 0.22 0.24 0.21 22 75359 94 18 67 9 71
TMR_00503 0.43 0.41 0.45 46 67793 66 4 53 9 65
TMR_00519 0.39 0.39 0.40 37 63098 66 12 43 11 58
TMR_00528 0.30 0.29 0.32 28 63102 70 16 44 10 69
TMR_00541 0.40 0.40 0.40 42 61671 72 3 60 9 63
TMR_00547 0.39 0.39 0.39 39 65240 64 6 56 2 61
TMR_00562 0.32 0.31 0.33 32 72673 72 11 55 6 70
TMR_00566 0.67 0.60 0.74 60 60645 32 2 19 11 40
TMR_00571 0.66 0.61 0.71 60 60642 38 2 22 14 39
TMR_00584 0.59 0.57 0.61 55 60985 47 3 32 12 42
TMR_00594 0.14 0.14 0.13 15 79285 106 24 77 5 89
TMR_00605 0.54 0.52 0.57 56 74207 47 14 28 5 52
TMR_00609 0.70 0.67 0.72 76 63441 39 2 27 10 37
TMR_00624 0.71 0.69 0.73 75 62378 40 6 22 12 33
TMR_00683 0.17 0.18 0.15 18 82911 108 17 82 9 82
TMR_00698 0.47 0.45 0.50 47 63096 50 11 36 3 57
TMR_00703 0.50 0.49 0.52 49 67433 51 6 40 5 50
TMR_00706 0.59 0.56 0.62 58 66336 39 7 29 3 45
TMR_00711 0.61 0.61 0.60 60 67796 45 13 27 5 38

^top



Performance of NanoFolder - scored lower in this pairwise comparison

1. Total counts & total scores for NanoFolder

Total Base Pair Counts
Total TP 3704
Total TN 8589367
Total FP 19087
Total FP CONTRA 3388
Total FP INCONS 15012
Total FP COMP 687
Total FN 12459
Total Scores
MCC 0.194
Average MCC ± 95% Confidence Intervals 0.270 ± 0.031
Sensitivity 0.229
Positive Predictive Value 0.168
Nr of predictions 251

^top



2. Individual counts for NanoFolder [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
ASE_00017 0.02 0.03 0.02 2 50914 131 38 86 7 62
ASE_00083 0.22 0.25 0.20 27 62347 108 12 95 1 83
ASE_00122 0.27 0.30 0.24 26 43258 84 13 68 3 62
ASE_00185 0.17 0.19 0.16 24 73382 134 14 116 4 104
ASE_00190 0.24 0.28 0.21 25 45334 93 14 78 1 65
ASE_00191 0.36 0.43 0.30 26 29559 67 15 46 6 35
ASE_00196 0.49 0.57 0.42 43 31524 62 16 43 3 32
ASE_00221 0.20 0.21 0.18 25 64484 112 10 101 1 92
ASE_00227 0.28 0.31 0.25 41 78840 122 20 102 0 92
ASE_00228 0.05 0.06 0.04 5 46858 109 17 91 1 81
ASE_00229 0.12 0.14 0.11 12 42380 97 12 82 3 75
ASE_00231 0.37 0.42 0.33 40 47773 84 17 65 2 56
ASE_00234 0.25 0.27 0.23 35 75315 117 10 106 1 94
ASE_00238 0.26 0.30 0.23 34 64111 119 18 98 3 80
ASE_00248 0.13 0.15 0.12 17 62340 124 9 115 0 97
ASE_00250 0.25 0.29 0.23 38 78835 135 17 113 5 93
ASE_00254 0.15 0.16 0.14 13 36761 88 3 79 6 69
ASE_00255 0.11 0.12 0.10 16 74530 146 16 129 1 114
ASE_00257 0.37 0.42 0.33 41 50917 85 15 67 3 56
ASE_00267 0.00 0.00 0.00 0 45036 115 9 105 1 88
ASE_00270 0.19 0.21 0.17 27 72232 132 14 117 1 101
ASE_00274 0.00 0.00 0.00 0 55487 126 12 112 2 103
ASE_00277 0.10 0.12 0.08 11 48071 123 23 100 0 80
ASE_00279 0.14 0.16 0.13 16 53177 109 16 92 1 85
ASE_00285 0.34 0.36 0.31 44 68866 98 14 82 2 78
ASE_00287 0.15 0.17 0.14 17 54824 107 14 91 2 86
ASE_00294 0.12 0.13 0.12 23 114287 172 11 160 1 148
ASE_00295 0.14 0.16 0.13 21 73761 140 19 119 2 110
ASE_00298 0.09 0.10 0.08 11 67389 129 8 120 1 102
ASE_00318 0.03 0.04 0.03 5 80039 156 21 135 0 113
ASE_00321 0.11 0.14 0.09 12 54484 122 22 97 3 76
ASE_00335 0.10 0.12 0.09 14 75304 151 22 126 3 102
ASE_00339 0.25 0.29 0.22 34 80042 129 20 104 5 85
ASE_00340 0.06 0.07 0.05 6 45943 110 13 94 3 79
ASE_00343 0.14 0.17 0.12 19 83275 145 31 111 3 94
ASE_00344 - 0.30 0.38 0.24 21 27175 84 18 47 19 35
ASE_00350 - 0.00 0.00 0.00 0 29557 101 20 69 12 52
ASE_00367 0.08 0.09 0.07 8 42960 110 10 93 7 78
ASE_00370 0.03 0.04 0.03 3 41796 109 18 88 3 81
ASE_00372 0.17 0.20 0.15 20 51871 113 19 93 1 80
ASE_00375 0.12 0.14 0.11 15 60246 120 10 107 3 95
ASE_00376 0.00 0.00 0.00 0 56822 136 9 122 5 105
ASE_00377 0.25 0.27 0.23 29 57505 98 10 86 2 78
ASE_00386 0.14 0.16 0.13 15 50284 106 9 95 2 81
ASE_00393 0.31 0.35 0.27 33 47773 90 18 71 1 60
ASE_00412 0.15 0.17 0.14 18 58183 111 14 96 1 87
ASE_00413 0.08 0.10 0.07 8 44438 108 19 86 3 73
ASE_00416 0.39 0.43 0.35 54 77267 103 18 82 3 73
ASE_00417 0.32 0.36 0.28 36 54486 98 18 75 5 64
ASE_00422 0.28 0.31 0.25 29 46856 87 9 77 1 65
ASE_00427 0.06 0.09 0.04 4 40651 105 35 65 5 42
ASE_00428 0.24 0.26 0.22 33 76483 121 13 107 1 92
ASE_00429 - 0.08 0.09 0.07 6 28114 84 14 69 1 60
ASE_00430 0.16 0.18 0.14 17 46852 102 10 92 0 80
ASE_00434 0.29 0.34 0.25 37 68116 122 20 92 10 73
ASE_00437 0.00 0.00 0.00 0 79238 164 12 151 1 135
ASE_00451 0.20 0.22 0.19 27 70731 118 8 110 0 98
ASE_00454 0.24 0.32 0.19 20 43260 103 28 57 18 43
CRW_00648 - 0.05 0.06 0.04 9 137864 213 24 178 11 139
CRW_00654 - 0.41 0.47 0.36 58 78049 105 18 85 2 66
CRW_00658 - 0.21 0.26 0.16 27 74527 137 28 109 0 75
CRW_00663 - 0.08 0.10 0.07 6 26014 90 17 69 4 55
CRW_00664 - 0.14 0.19 0.11 15 53486 134 42 85 7 63
CRW_00671 0.18 0.21 0.16 24 62682 130 23 106 1 93
CRW_00672 0.36 0.43 0.31 48 72233 114 35 74 5 63
CRW_00674 0.16 0.19 0.14 23 83274 142 19 120 3 101
CRW_00676 0.11 0.14 0.09 16 93347 169 29 136 4 99
CRW_00685 - 0.11 0.15 0.08 16 156867 212 64 133 15 90
CRW_00688 - 0.33 0.40 0.27 23 21859 64 21 42 1 34
CRW_00721 - 0.22 0.31 0.15 21 58515 133 46 71 16 47
CRW_00756 - 0.04 0.05 0.03 9 194742 253 54 195 4 163
CRW_01535 0.20 0.24 0.17 9 7088 43 7 36 0 28
CRW_01539 0.10 0.11 0.10 4 7099 40 1 36 3 33
CRW_01563 0.11 0.14 0.11 5 6856 43 5 37 1 32
CRW_01583 0.36 0.41 0.33 15 7095 31 8 22 1 22
CRW_01590 -0.01 0.00 0.00 0 7093 50 7 40 3 37
CRW_01593 0.32 0.38 0.29 14 7091 36 5 30 1 23
CRW_01595 -0.01 0.00 0.00 0 8459 57 10 46 1 37
CRW_01603 0.41 0.46 0.38 17 7095 29 6 22 1 20
CRW_01617 0.20 0.24 0.17 9 7087 45 7 37 1 28
CRW_01625 0.43 0.49 0.38 18 7093 31 7 22 2 19
PDB_00011 - 0.96 0.92 1.00 11 265 0 0 0 0 1
PDB_00017 - 0.66 0.67 0.67 10 688 5 1 4 0 5
PDB_00036 - -0.01 0.00 0.00 0 3457 29 1 28 0 27
PDB_00070 0.25 0.29 0.23 7 2819 24 4 20 0 17
PDB_00078 - 0.00 0.00 0.00 0 49644 126 10 116 0 115
PDB_00113 - 0.94 0.89 1.00 8 223 0 0 0 0 1
PDB_00119 - 0.95 0.90 1.00 9 244 0 0 0 0 1
PDB_00136 - 0.70 0.73 0.68 19 2387 9 1 8 0 7
PDB_00137 - 0.87 0.77 1.00 10 396 0 0 0 0 3
PDB_00160 - 0.89 0.89 0.89 8 267 2 0 1 1 1
PDB_00178 - -0.02 0.00 0.00 0 517 11 1 10 0 11
PDB_00221 - 0.94 0.89 1.00 8 245 0 0 0 0 1
PDB_00278 - 0.04 0.06 0.04 4 24875 98 13 84 1 68
PDB_00312 - 1.00 1.00 1.00 9 426 1 0 0 1 0
PDB_00326 - 0.58 0.64 0.53 18 3707 16 4 12 0 10
PDB_00341 - 0.47 0.44 0.54 7 690 6 0 6 0 9
PDB_00349 - 0.10 0.14 0.10 2 926 18 0 18 0 12
PDB_00417 - 0.00 0.00 0.00 0 14138 58 2 56 0 56
PDB_00430 0.38 0.44 0.34 11 3208 21 6 15 0 14
PDB_00527 - -0.02 0.00 0.00 0 292 8 2 6 0 5
PDB_00565 - 0.24 0.24 0.24 12 8079 37 1 36 0 38
PDB_00570 - -0.01 0.00 0.00 0 2257 21 0 21 0 22
PDB_00571 -0.01 0.00 0.00 0 3286 36 6 29 1 25
PDB_00573 - -0.01 0.00 0.00 0 6622 48 5 43 0 34
PDB_00584 - 0.47 0.53 0.43 9 1464 12 1 11 0 8
PDB_00698 - 0.97 0.95 1.00 18 843 0 0 0 0 1
PDB_00701 - 0.04 0.05 0.04 5 45319 127 14 113 0 104
PDB_00725 - 0.82 0.80 0.86 12 581 2 0 2 0 3
PDB_00734 - 0.83 0.70 1.00 7 224 0 0 0 0 3
PDB_00823 - -0.04 0.00 0.00 0 183 7 0 7 0 9
PDB_00828 0.30 0.33 0.28 9 2453 23 0 23 0 18
PDB_00851 - 0.16 0.17 0.17 7 4711 35 3 32 0 34
PDB_00890 - -0.02 0.00 0.00 0 690 13 2 11 0 14
PDB_00917 - 0.31 0.34 0.29 32 35136 81 10 67 4 63
PDB_00923 - 1.00 1.00 1.00 6 184 2 0 0 2 0
PDB_00994 - 0.40 0.50 0.33 21 10521 44 13 30 1 21
PDB_01009 0.27 0.33 0.23 7 2455 25 3 20 2 14
PDB_01051 -0.02 0.00 0.00 0 885 18 1 17 0 13
PDB_01074 - -0.01 0.00 0.00 0 2747 28 3 25 0 25
PDB_01076 - 0.00 0.00 0.00 0 23356 80 7 73 0 79
PDB_01130 - -0.01 0.00 0.00 0 1742 28 5 23 0 20
PDB_01193 - 0.08 0.09 0.07 14 105834 185 28 154 3 137
PDB_01199 - -0.01 0.00 0.00 0 2116 29 2 27 0 24
PDB_01236 0.31 0.33 0.30 18 11568 43 3 39 1 36
PDB_01275 - 0.04 0.04 0.04 3 18258 75 6 69 0 68
RFA_00416 0.94 1.00 0.88 15 1468 6 2 0 4 0
RFA_00434 0.84 1.00 0.71 15 1410 8 6 0 2 0
RFA_00436 0.86 1.00 0.75 15 1411 7 5 0 2 0
RFA_00442 0.94 1.00 0.88 15 1414 4 2 0 2 0
RFA_00446 0.85 0.93 0.78 14 1467 7 3 1 3 1
RFA_00604 0.42 0.54 0.33 19 13472 53 14 25 14 16
RFA_00620 0.16 0.23 0.11 9 21864 80 29 43 8 30
RFA_00664 -0.01 0.00 0.00 0 978 13 0 12 1 14
RFA_00674 0.12 0.14 0.13 2 1112 15 0 14 1 12
RFA_00675 0.28 0.29 0.29 4 976 10 1 9 0 10
RFA_00677 0.62 0.64 0.60 9 975 10 0 6 4 5
RFA_00684 0.74 0.71 0.77 10 977 5 2 1 2 4
RFA_00703 0.26 0.36 0.19 5 4252 32 5 16 11 9
RFA_00716 -0.02 0.00 0.00 0 929 17 0 17 0 14
RFA_00717 0.64 0.64 0.64 9 889 5 2 3 0 5
RFA_00730 0.38 0.42 0.36 5 889 10 3 6 1 7
RFA_00763 0.38 0.42 0.36 5 889 10 3 6 1 7
RFA_00765 0.39 0.42 0.38 5 890 9 2 6 1 7
RFA_00770 -0.01 0.00 0.00 0 1996 24 0 20 4 18
RFA_00773 0.93 1.00 0.86 18 1932 9 3 0 6 0
RFA_00808 0.83 1.00 0.70 16 1993 7 7 0 0 0
RFA_00816 0.00 0.00 0.00 0 23133 89 30 57 2 41
SPR_00030 - 0.47 0.52 0.42 11 2459 16 2 13 1 10
SPR_00066 0.47 0.57 0.39 12 2819 20 4 15 1 9
SPR_00228 0.44 0.60 0.32 12 3791 26 15 10 1 8
SPR_00314 0.47 0.57 0.39 12 2895 21 9 10 2 9
SPR_00331 0.48 0.60 0.39 12 2744 19 6 13 0 8
SPR_00333 0.25 0.33 0.21 7 2741 27 10 17 0 14
SPR_00353 0.64 0.81 0.52 17 2817 16 8 8 0 4
SPR_00398 - -0.01 0.00 0.00 0 2185 28 10 16 2 13
SPR_00452 0.27 0.33 0.23 7 2820 24 7 16 1 14
SPR_00456 0.49 0.57 0.43 12 2822 19 5 11 3 9
SPR_00462 0.65 0.74 0.58 14 2391 11 4 6 1 5
SPR_00476 0.47 0.52 0.42 11 2749 17 4 11 2 10
SPR_00496 0.47 0.57 0.40 12 2745 22 7 11 4 9
SPR_00497 0.27 0.33 0.23 7 2745 23 5 18 0 14
SPR_00502 0.27 0.33 0.23 7 2896 26 2 21 3 14
SPR_00509 0.23 0.30 0.19 6 2895 25 8 17 0 14
SPR_00512 0.61 0.75 0.50 15 2896 15 6 9 0 5
SPR_00542 0.26 0.33 0.22 7 3538 28 4 21 3 14
SPR_00557 0.42 0.52 0.34 11 2818 22 8 13 1 10
SPR_00832 - 0.53 0.67 0.43 10 1630 13 5 8 0 5
SPR_00868 0.49 0.57 0.43 12 2898 19 5 11 3 9
SPR_00932 0.43 0.52 0.35 11 2819 21 7 13 1 10
SPR_00957 0.63 0.76 0.53 16 2973 15 7 7 1 5
SPR_01040 0.15 0.19 0.13 4 2744 27 4 23 0 17
SPR_01143 0.41 0.48 0.36 10 2528 18 8 10 0 11
SRP_00005 - -0.01 0.00 0.00 0 3966 39 6 33 0 24
SRP_00038 0.23 0.27 0.20 9 5005 36 1 35 0 24
SRP_00046 0.33 0.38 0.29 12 4712 30 3 26 1 20
SRP_00103 0.00 0.00 0.00 0 45319 132 14 118 0 102
SRP_00117 0.20 0.23 0.18 23 45322 106 9 97 0 79
SRP_00138 - 0.44 0.52 0.39 14 3969 24 8 14 2 13
SRP_00144 0.05 0.06 0.05 6 46538 122 17 104 1 88
SRP_00170 0.29 0.36 0.25 9 4059 28 4 23 1 16
SRP_00173 0.00 0.00 0.00 0 38104 124 13 109 2 90
SRP_00193 - 0.16 0.19 0.15 7 6855 43 4 37 2 29
SRP_00194 0.27 0.33 0.23 7 3209 27 5 19 3 14
SRP_00197 0.12 0.14 0.11 14 49324 117 16 101 0 87
SRP_00198 0.07 0.08 0.06 8 50903 129 15 114 0 95
SRP_00200 0.41 0.47 0.35 17 6855 31 4 27 0 19
SRP_00216 0.44 0.48 0.41 13 3371 19 4 15 0 14
SRP_00229 0.42 0.52 0.35 14 5213 26 8 18 0 13
SRP_00233 0.25 0.30 0.22 10 5106 35 4 31 0 23
SRP_00234 0.21 0.24 0.18 21 36200 97 19 75 3 65
SRP_00243 0.47 0.55 0.40 17 5109 25 7 18 0 14
SRP_00244 0.38 0.44 0.34 17 6853 33 2 31 0 22
SRP_00266 0.55 0.66 0.46 19 4615 22 8 14 0 10
SRP_00267 0.04 0.05 0.04 5 44424 122 15 107 0 91
SRP_00269 0.46 0.52 0.43 17 5010 24 6 17 1 16
SRP_00273 0.36 0.40 0.33 16 6737 34 6 27 1 24
SRP_00276 0.19 0.22 0.18 24 50585 112 10 102 0 86
SRP_00278 0.33 0.36 0.30 38 45928 90 14 76 0 67
SRP_00285 0.38 0.43 0.35 13 3704 24 6 18 0 17
SRP_00303 0.36 0.41 0.33 13 6630 27 3 24 0 19
SRP_00308 0.14 0.17 0.12 15 36189 112 18 93 1 73
SRP_00317 0.14 0.16 0.12 16 45018 116 16 100 0 82
SRP_00321 0.44 0.49 0.40 53 47453 81 16 64 1 55
SRP_00322 0.22 0.25 0.21 27 48385 105 8 96 1 82
SRP_00332 0.12 0.14 0.11 15 50269 120 8 111 1 91
SRP_00333 0.20 0.24 0.19 8 5108 35 3 32 0 26
SRP_00337 0.42 0.46 0.38 42 35400 70 15 54 1 49
SRP_00338 0.52 0.56 0.49 20 5419 22 4 17 1 16
SRP_00342 0.20 0.24 0.17 6 3970 29 7 22 0 19
SRP_00354 - 0.06 0.08 0.06 7 38654 120 15 105 0 86
SRP_00355 - 0.09 0.10 0.08 10 41778 119 9 108 2 86
SRP_00358 0.32 0.37 0.28 13 6282 33 4 29 0 22
SRP_00383 -0.01 0.00 0.00 0 3205 35 9 26 0 24
TMR_00036 0.22 0.29 0.17 29 90359 153 37 100 16 72
TMR_00123 0.19 0.23 0.16 23 66283 126 20 104 2 78
TMR_00180 0.12 0.16 0.10 16 66999 149 35 111 3 83
TMR_00240 0.23 0.31 0.17 26 63041 128 39 84 5 59
TMR_00352 0.07 0.09 0.05 7 95133 171 39 87 45 68
TMR_00353 0.41 0.51 0.32 54 84087 127 49 65 13 51
TMR_00357 0.26 0.34 0.19 31 82869 146 44 84 18 61
TMR_00361 - 0.06 0.10 0.04 7 93368 174 64 89 21 65
TMR_00374 0.09 0.13 0.07 12 81631 174 44 123 7 80
TMR_00384 0.17 0.20 0.14 22 65550 133 26 105 2 86
TMR_00395 0.27 0.31 0.24 34 64478 115 10 98 7 75
TMR_00398 0.05 0.07 0.05 7 65197 139 24 113 2 99
TMR_00399 0.20 0.26 0.16 24 64833 130 38 85 7 70
TMR_00430 0.18 0.23 0.15 25 82450 148 34 112 2 84
TMR_00431 0.24 0.33 0.17 18 51899 127 26 60 41 37
TMR_00443 0.17 0.20 0.15 21 67018 126 24 98 4 83
TMR_00457 0.19 0.25 0.15 25 78443 141 39 99 3 77
TMR_00469 0.10 0.12 0.08 12 64469 145 27 112 6 88
TMR_00502 0.14 0.19 0.11 18 75303 150 45 100 5 75
TMR_00503 0.11 0.14 0.10 15 67741 141 20 120 1 96
TMR_00519 0.04 0.05 0.03 5 63046 141 33 106 2 90
TMR_00528 0.13 0.15 0.11 15 63051 131 20 104 7 82
TMR_00541 0.12 0.14 0.10 15 61630 139 22 109 8 90
TMR_00547 0.28 0.35 0.23 35 65188 122 37 81 4 65
TMR_00562 0.09 0.12 0.08 12 72617 147 27 115 5 90
TMR_00566 0.13 0.16 0.11 16 60582 132 22 106 4 84
TMR_00571 0.05 0.06 0.04 6 60577 149 19 124 6 93
TMR_00584 0.01 0.01 0.01 1 60922 159 33 119 7 96
TMR_00594 0.08 0.10 0.06 10 79238 156 30 123 3 94
TMR_00605 0.28 0.35 0.23 38 74141 129 36 90 3 70
TMR_00609 0.53 0.62 0.45 70 63391 89 28 57 4 43
TMR_00624 0.36 0.44 0.30 47 62325 111 27 82 2 61
TMR_00683 0.01 0.02 0.01 2 82854 176 50 122 4 98
TMR_00698 0.20 0.24 0.17 25 63042 124 27 96 1 79
TMR_00703 0.10 0.12 0.08 12 67376 140 26 114 0 87
TMR_00706 0.14 0.17 0.11 17 66281 133 29 103 1 86
TMR_00711 0.18 0.22 0.14 22 67740 137 41 93 3 76

^top


Matthews Correlation Coeffient, Sensitivity and Positive Predictive Value have been calculated based on the paper by Gardener & Giegerich, 2004.