|
Round
|
Models
|
TP
|
FP
|
FN
|
P
|
R
|
F
|
Total
|
|---|
|
-
|
M0 (baseline)
|
9635
|
1111
|
1583
|
0.897
|
0.859
|
0.877
|
11,218
|
|
1st
|
M0 + F1
|
9654
|
1135
|
1564
|
0.895
|
0.861
|
0.877
|
11,218
|
|
1st
|
M0 + F2
|
9671
|
1127
|
1547
|
0.896
|
0.862
|
0.879
|
11,218
|
|
1st
|
M0 + F3
|
9664
|
1135
|
1554
|
0.895
|
0.862
|
0.878
|
11,218
|
|
1st
|
M0 + F4
|
9678
|
1101
|
1540
|
0.898
|
0.863
|
0.880
|
11,218
|
|
1st
|
M0 + F5 (M1)
|
9711
|
1057
|
1507
|
0.902
|
0.866
|
0.883
|
11,218
|
|
2nd
|
M1 + F1
|
9717
|
1066
|
1501
|
0.901
|
0.866
|
0.883
|
11,218
|
|
2nd
|
M1 + F2
|
9725
|
1083
|
1493
|
0.900
|
0.867
|
0.883
|
11,218
|
|
2nd
|
M1 + F3
|
9732
|
1082
|
1486
|
0.900
|
0.868
|
0.883
|
11,218
|
|
2nd
|
M1 + F4 (M2)
|
9725
|
1071
|
1493
|
0.901
|
0.867
|
0.884
|
11,218
|
|
3rd
|
M2 + F1 (M3)
|
9754
|
1062
|
1464
|
0.901
|
0.870
|
0.885
|
11,218
|
|
3rd
|
M2 + F2
|
9752
|
1080
|
1466
|
0.900
|
0.869
|
0.885
|
11,218
|
|
3rd
|
M2 + F3
|
9758
|
1094
|
1460
|
0.899
|
0.870
|
0.884
|
11,218
|
|
4th
|
M3 + F2 (M4)
|
9785
|
1069
|
1433
|
0.902
|
0.872
|
0.887
|
11,218
|
|
4th
|
M3 + F3
|
9765
|
1097
|
1453
|
0.899
|
0.871
|
0.885
|
11,218
|
-
F1 the stop character feature, F2 the current word feature, F3 the current and context word feature, F4 the word POS tag feature, F5 the word associative feature
