CompaRNA - on-line benchmarks of RNA structure prediction methods
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Table of contents:

  1. Overview

  2. Performance Plots

  3. Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

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

  5. Compile and download dataset for CentroidHomfold‑LAST & RDfolder [.zip] - may take several seconds...


Overview

Metric CentroidHomfold‑LAST RDfolder
MCC 0.706 > 0.538
Average MCC ± 95% Confidence Intervals 0.705 ± 0.107 > 0.592 ± 0.124
Sensitivity 0.542 > 0.425
Positive Predictive Value 0.927 > 0.693
Total TP 279 > 219
Total TN 36084 > 36069
Total FP 34 < 107
Total FP CONTRA 0 < 12
Total FP INCONS 22 < 85
Total FP COMP 12 > 10
Total FN 236 < 296
P-value 3.56938820447e-08

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Performance plots


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Performance of CentroidHomfold‑LAST - scored higher in this pairwise comparison

1. Total counts & total scores for CentroidHomfold‑LAST

Total Base Pair Counts
Total TP 279
Total TN 36084
Total FP 34
Total FP CONTRA 0
Total FP INCONS 22
Total FP COMP 12
Total FN 236
Total Scores
MCC 0.706
Average MCC ± 95% Confidence Intervals 0.705 ± 0.107
Sensitivity 0.542
Positive Predictive Value 0.927
Nr of predictions 32

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2. Individual counts for CentroidHomfold‑LAST [ download as .csv ]

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2L94_A 0.92 0.90 0.95 18 971 1 0 1 0 2
2LA5_A - 0.46 0.26 0.83 5 624 1 0 1 0 14
2LBS_A - 1.00 1.00 1.00 14 482 0 0 0 0 0
2LC8_A -0.01 0.00 0.00 0 1529 11 0 11 0 20
2LDL_A - 0.90 0.82 1.00 9 342 1 0 0 1 2
2LDT_A - 0.72 0.53 1.00 8 457 0 0 0 0 7
2LK3_A - 0.95 0.90 1.00 9 267 0 0 0 0 1
2RRC_A - 0.70 0.50 1.00 5 226 0 0 0 0 5
2Y8W_B - 1.00 1.00 1.00 6 184 1 0 0 1 0
2Y9C_V - 0.20 0.04 1.00 1 2277 0 0 0 0 23
2YIE_X - 0.76 0.58 1.00 7 1371 0 0 0 0 5
2YIE_Z - 0.82 0.67 1.00 8 1532 0 0 0 0 4
3AMU_B 0.82 0.70 0.95 19 2983 3 0 1 2 8
3J0L_a - -0.01 0.00 0.00 0 1125 3 0 3 0 16
3J0L_8 - 0.93 0.88 1.00 7 183 0 0 0 0 1
3J0L_1 - 0.65 0.47 0.90 9 1215 2 0 1 1 10
3J0L_7 - 0.60 0.41 0.88 7 1217 1 0 1 0 10
3J0L_g - 0.00 0.00 0.00 0 465 0 0 0 0 4
3J16_L 0.75 0.57 1.00 17 2758 0 0 0 0 13
3NMU_E - 0.41 0.17 1.00 1 560 3 0 0 3 5
3R9X_C - 0.84 0.80 0.89 8 586 2 0 1 1 2
3RKF_A 0.72 0.53 1.00 18 2193 0 0 0 0 16
3SD1_A 0.64 0.45 0.90 19 3895 2 0 2 0 23
3SIU_F - 0.73 0.55 1.00 6 372 0 0 0 0 5
3SN2_B 0.91 0.83 1.00 10 396 0 0 0 0 2
3TRZ_Z - 0.91 0.83 1.00 5 205 1 0 0 1 1
3TS0_U - 1.00 1.00 1.00 6 247 1 0 0 1 0
3TS2_V - 1.00 1.00 1.00 5 271 0 0 0 0 0
4A4U_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
4AOB_A 0.71 0.50 1.00 21 4350 1 0 0 1 21
4ENB_A 0.76 0.58 1.00 11 1264 0 0 0 0 8
4ENC_A 0.76 0.58 1.00 11 1315 0 0 0 0 8

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Performance of RDfolder - scored lower in this pairwise comparison

1. Total counts & total scores for RDfolder

Total Base Pair Counts
Total TP 219
Total TN 36069
Total FP 107
Total FP CONTRA 12
Total FP INCONS 85
Total FP COMP 10
Total FN 296
Total Scores
MCC 0.538
Average MCC ± 95% Confidence Intervals 0.592 ± 0.124
Sensitivity 0.425
Positive Predictive Value 0.693
Nr of predictions 32

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

RNA Chain Rfam family MCC SENS PPV TP TN FP FP CONTRA FP INCONS FP COMP FN
2L94_A 0.97 0.95 1.00 19 971 0 0 0 0 1
2LA5_A - 0.46 0.26 0.83 5 624 1 0 1 0 14
2LBS_A - 1.00 1.00 1.00 14 482 0 0 0 0 0
2LC8_A -0.01 0.00 0.00 0 1526 14 2 12 0 20
2LDL_A - 0.90 0.82 1.00 9 342 0 0 0 0 2
2LDT_A - 0.68 0.47 1.00 7 458 0 0 0 0 8
2LK3_A - 0.95 0.90 1.00 9 267 0 0 0 0 1
2RRC_A - 0.70 0.50 1.00 5 226 0 0 0 0 5
2Y8W_B - 1.00 1.00 1.00 6 184 1 0 0 1 0
2Y9C_V - 0.57 0.50 0.67 12 2260 7 1 5 1 12
2YIE_X - 0.38 0.33 0.44 4 1369 5 1 4 0 8
2YIE_Z - 0.43 0.42 0.45 5 1529 6 3 3 0 7
3AMU_B 0.18 0.15 0.22 4 2985 16 2 12 2 23
3J0L_a - -0.01 0.00 0.00 0 1124 4 1 3 0 16
3J0L_8 - 0.86 0.75 1.00 6 184 0 0 0 0 2
3J0L_1 - 0.65 0.47 0.90 9 1215 2 0 1 1 10
3J0L_7 - -0.01 0.00 0.00 0 1220 5 0 5 0 17
3J0L_g - -0.01 0.00 0.00 0 462 3 1 2 0 4
3J16_L 0.22 0.17 0.31 5 2759 11 0 11 0 25
3NMU_E - 0.41 0.17 1.00 1 560 3 0 0 3 5
3R9X_C - 0.84 0.80 0.89 8 586 2 0 1 1 2
3RKF_A 0.76 0.59 1.00 20 2191 0 0 0 0 14
3SD1_A 0.30 0.17 0.54 7 3903 6 0 6 0 35
3SIU_F - 0.73 0.55 1.00 6 372 0 0 0 0 5
3SN2_B 0.96 0.92 1.00 11 395 0 0 0 0 1
3TRZ_Z - 0.91 0.83 1.00 5 205 0 0 0 0 1
3TS0_U - 0.91 0.83 1.00 5 248 0 0 0 0 1
3TS2_V - 1.00 1.00 1.00 5 271 0 0 0 0 0
4A4U_A - 1.00 1.00 1.00 9 222 0 0 0 0 0
4AOB_A 0.35 0.26 0.48 11 4348 13 1 11 1 31
4ENB_A 0.43 0.32 0.60 6 1265 4 0 4 0 13
4ENC_A 0.43 0.32 0.60 6 1316 4 0 4 0 13

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