Skip to Main Content
Table 5 

Recall, precision, F1, and the number of learned rules for No-trans and several global algorithms for parameters of λ for which recall is in the range 0.1–0.25.

methodλrecallprecisionF1# of rules
No-trans 0.1 0.75 0.18 39,872 
No-trans 0.8 0.14 0.7 0.24 57,276 
No-trans 0.6 0.17 0.68 0.27 65,232 
No-trans 0.4 0.19 0.7 0.3 77,936 
No-trans 0.2 0.24 0.65 0.35 116,832 
HTL-FRG 0.2 0.09 0.78 0.17 48,986 
HTL-FRG 0.15 0.1 0.78 0.18 55,756 
HTL-FRG 0.1 0.11 0.77 0.19 65,802 
HTL-FRG 0.05 0.12 0.76 0.21 84,380 
TNF 0.2 0.11 0.77 0.19 61,186 
TNF 0.15 0.11 0.72 0.19 71,674 
TNF 0.1 0.14 0.72 0.23 88,304 
TNF 0.05 0.15 0.72 0.25 127,826 
TNCF 0.2 0.12 0.79 0.21 66,240 
TNCF 0.15 0.13 0.75 0.23 80,450 
TNCF 0.1 0.16 0.8 0.27 102,565 
TNCF 0.05 0.18 0.74 0.29 156,208 
methodλrecallprecisionF1# of rules
No-trans 0.1 0.75 0.18 39,872 
No-trans 0.8 0.14 0.7 0.24 57,276 
No-trans 0.6 0.17 0.68 0.27 65,232 
No-trans 0.4 0.19 0.7 0.3 77,936 
No-trans 0.2 0.24 0.65 0.35 116,832 
HTL-FRG 0.2 0.09 0.78 0.17 48,986 
HTL-FRG 0.15 0.1 0.78 0.18 55,756 
HTL-FRG 0.1 0.11 0.77 0.19 65,802 
HTL-FRG 0.05 0.12 0.76 0.21 84,380 
TNF 0.2 0.11 0.77 0.19 61,186 
TNF 0.15 0.11 0.72 0.19 71,674 
TNF 0.1 0.14 0.72 0.23 88,304 
TNF 0.05 0.15 0.72 0.25 127,826 
TNCF 0.2 0.12 0.79 0.21 66,240 
TNCF 0.15 0.13 0.75 0.23 80,450 
TNCF 0.1 0.16 0.8 0.27 102,565 
TNCF 0.05 0.18 0.74 0.29 156,208 
Close Modal

or Create an Account

Close Modal
Close Modal