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Table 3 Timeslice evaluation

From: Quantifying and filtering knowledge generated by literature based discovery

Filtering Total Correct Precision Recall F-measure Average
Performance after a single step
sy 1,049,250,170 526,363 0.05 44.10 1.00e-03 11,131
manual 386,952,997 268,327 0.07 22.48 1.38e-03 6,099
Y-Y&P 243,218,893 190,072 0.08 15.93 1.56e-03 4,952
clt 387,603,836 269,003 0.07 22.54 1.38e-03 6,103
break 131,199,050 213,193 0.16 17.86 3.22e-03 2,232
Performance after two steps
sy 3,733,002,802 534,301 0.01 44.77 2.86e-04 39,602
manual 1,638,685,466 274,544 0.02 23.00 3.35e-04 25,828
Y-Y&P 994,744,004 194,749 0.02 16.32 3.91e-04 20,257
clt 1,641,987,567 275,230 0.02 23.06 3.35e-04 25,857
break 1,085,230,979 227,998 0.02 19.10 4.20e-04 18,467