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. 2015 Dec 9;6:1386. doi: 10.3389/fmicb.2015.01386

Table 1.

Co-occurrence and machine learning based host-Brucella gene–gene interaction results.

TP TN FP FN Precision Recall F-score
Co-occurrence (sentence-based) 29 0 25 0 0.54 1.0 0.70
Co-occurrence (abstract-based) 55 0 61 0 0.47 1.0 0.64
Support vector machines (SVM; edit kernel) 15 12 12 14 0.56 0.52 0.54
SVM (cosine kernel) 12 19 5 17 0.71 0.41 0.52

TP, True Positive; TN, True Negative; FP, False Positive; FN, False Negative.