From: EnsembleSplice: ensemble deep learning model for splice site prediction
Datasets | SpliceSites | Metrics | ENS1 | ENS2 | ENS3 | ENS4 | ENS5 | ENS6 |
---|---|---|---|---|---|---|---|---|
HS3D | Acceptor | Double fault | 0.033 | 0.00 | 0.01 | 0.01 | 0.007 | 0.011 |
Correlation | 0.612 | 0.06 | 0.22 | 0.20 | 0.21 | 0.33 | ||
Q-statistics | 0.89 | 0.131 | 0.50 | 0.65 | 0.553 | 0.83 | ||
Disagreement | 0.03 | 0.00 | 0.03 | 0.03 | 0.02 | 0.03 | ||
Accuracy | 0.89 | 0.936 | 0.94 | 0.93 | 0.94 | 0.93 | ||
Donor | Double fault | 0.013 | 0.00 | 0.00 | 0.00 | 0.003 | 0.003 | |
Correlation | 0.496 | 0.02 | 0.18 | 0.11 | 0.19 | 0.20 | ||
Q-Statistics | 0.796 | − 0.001 | 0.44 | 0.37 | 0.451 | 0.478 | ||
Disagreement | 0.015 | 0.00 | 0.01 | 0.01 | 0.01 | 0.01 | ||
Accuracy | 0.93 | 0.958 | 0.95 | 0.95 | 0.94 | 0.94 | ||
A. thaliana | Acceptor | Double fault | 0.023 | 0.003 | 0.012 | 0.01 | 0.011 | 0.01 |
Correlation | 0.667 | 0.215 | 0.358 | 0.401 | 0.413 | 0.415 | ||
Q-Statistics | 0.988 | 0.713 | 0.843 | 0.98 | 0.982 | 0.985 | ||
Disagreement | 0.023 | 0.016 | 0.097 | 0.027 | 0.03 | 0.025 | ||
Accuracy | 0.913 | 0.947 | 0.946 | 0.945 | 0.948 | 0.942 | ||
Donor | Double fault | 0.013 | 0.019 | 0.008 | 0.006 | 0.007 | 0.007 | |
Correlation | 0.638 | 0.132 | 0.317 | 0.3 | 0.315 | 0.326 | ||
Q-Statistics | 0.992 | 0.308 | 0.689 | 0.83 | 0.882 | 0.747 | ||
Disagreement | 0.016 | 0.079 | 0.089 | 0.056 | 0.085 | 0.016 | ||
Accuracy | 0.93 | 0.954 | 0.954 | 0.95 | 0.953 | 0.952 | ||
Homo Sapiens | Acceptor | Double fault | 0.034 | 0.003 | 0.015 | 0.01 | 0.013 | 0.015 |
Correlation | 0.702 | 0.19 | 0.325 | 0.338 | 0.353 | 0.399 | ||
Q-Statistics | 0.989 | 0.555 | 0.667 | 0.978 | 0.844 | 0.978 | ||
Disagreement | 0.028 | 0.022 | 0.083 | 0.037 | 0.069 | 0.037 | ||
Accuracy | 0.894 | 0.938 | 0.938 | 0.939 | 0.937 | 0.933 | ||
Donor | Double fault | 0.022 | 0.001 | 0.008 | 0.007 | 0.01 | 0.008 | |
Correlation | 0.665 | 0.103 | 0.289 | 0.298 | 0.338 | 0.315 | ||
Q-Statistics | 0.989 | 0.274 | 0.773 | 0.894 | 0.978 | 0.907 | ||
Disagreement | 0.022 | 0.057 | 0.024 | 0.025 | 0.033 | 0.025 | ||
Accuracy | 0.907 | 0.952 | 0.952 | 0.951 | 0.949 | 0.946 | ||
Average | Acceptor | Double fault | 0.03 | 0.002 | 0.01 | 0.02 | 0.01 | 0.012 |
Correlation | 0.66 | 0.16 | 0.30 | 0.31 | 0.32 | 0.38 | ||
Q-Statistics | 0.955 | 0.466 | 0.58 | 0.87 | 0.793 | 0.931 | ||
Disagreement | 0.027 | 0.012 | 0.070 | 0.033 | 0.040 | 0.030 | ||
Accuracy | 0.830 | 0.941 | 0.940 | 0.940 | 0.940 | 0.930 | ||
Donor | Double fault | 0.015 | 0.012 | 0.010 | 0.004 | 0.006 | 0.008 | |
Correlation | 0.599 | 0.09 | 0.260 | 0.240 | 0.28 | 0.28 | ||
Q-Statistics | 0.9256 | 0.193 | 0.630 | 0.700 | 0.770 | 0.710 | ||
Disagreement | 0.017 | 0.045 | 0.040 | 0.030 | 0.040 | 0.020 | ||
Accuracy | 0.920 | 0.954 | 0.950 | 0.950 | 0.950 | 0.950 |