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Table 2 The results of logistic regression model with different regularizations

From: SemaTyP: a knowledge graph based literature mining method for drug discovery

λ Precision Recall F-score
  L1 L2 L1 L2 L1 L2
0.0001 0.908 0.923 0.889 0.899 0.903 0.911
0.001 0.907 0.914 0.878 0.88 0.892 0.900
0.01 0.899 0.903 0.869 0.876 0.884 0.889
0.1 0.905 0.903 0.887 0.877 0.896 0.89
1 0.866 0.907 0.849 0.879 0.857 0.892
10 0.847 0.902 0.837 0.877 0.842 0.889
100 0.823 0.893 0.811 0.876 0.817 0.884