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Table 1 Results of the pMKL single kernel experiments

From: Protein interaction sentence detection using multiple semantic kernels

Kernel F-score Error Precision Recall AUC
C0: Xa 0.7300 ± 0.0058 17.6878 ± 0.3158 0.6893 ± 0.0072 0.7828 ± 0.0079 0.8902 ± 0.0033
XH b 0.7060 ± 0.0060 18.3453 ± 0.3203 0.6989 ± 0.0074 0.7210 ± 0.0084 0.8899 ± 0.0031
XB b 0.6567 ± 0.0080 20.6249 ± 0.4113 0.6759 ± 0.0086 0.6501 ± 0.0113 0.8776 ± 0.0035
XH c 0.6921 ± 0.0056 18.5716 ± 0.3200 0.7113 ± 0.0072 0.6808 ± 0.0077 0.8888 ± 0.0029
XB c 0.7267 ± 0.0052 17.2958 ± 0.3087 0.7117 ± 0.0070 0.7490 ± 0.0071 0.9000* ± 0.0028
  1. a The original data with the Gaussian kernel.
  2. b The data smoothed with the HAL and BEAGLE (Gaussian) matrices created from GENIA dataset.
  3. c The data smoothed with the HAL and BEAGLE (Gaussian) matrices created from the OAA dataset.
  4. * Statistically significant (p = 0.0038) compared to kernel C0.