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. 2015 Jun 15;15(Suppl 2):S4. doi: 10.1186/1472-6947-15-S2-S4

Table 3.

Abbreviation detection.

Top 10 1 w 2 2 w 2 3 w 2
1 Contains period 0.30 C(Lnorm, •) 1.34 S2 3897.48
2 All upper case 0.02 logλ 0.80 S3 3222.35
3 Contains digit 0.01 C(Lnorm, ¥) 0.43 S4 2592.76
4 - - C(¬Lnorm, ¬•) 0.31 S2, S3 2329.77
5 - - C(¬Lnorm, •) 0.19 S4, S5 847.88
6 - - - - S5 706.98
7 - - - - S2, S4, S5 511.38
8 - - - - S2, S5 412.86
9 - - - - S3, S4 204.80
10 - - - - S2, S3, S4 139.36

Top 10 4 w 2 5 w 2 6 w 2

1 ∈ MDDict 0.34 LT border b2 16.15 St.p. 409.58
2 - - LT border b1 16.15 Amb. 409.51
3 - - LT border b3 16.15 o.B. 409.09
4 - - LT 8.74 re. 407.87
5 - - Mean-LT 8.74 Z.n. 407.35
6 - - > b1 0.54 li. 407.28
7 - - > b3 0.16 ca. 407.00
8 - - > b2 0.10 unauff. 406.94
9 - - - - bds. 406.19
10 - - - - Pat. 405.75

Top 10 feature rankings per feature set (1 Rule-based features; 2 Statistical features; 3 Scaling features; 4 Language-dependent features; 5 Length features; 6 Word type features). Length (LT); w2: Weight based feature relevance criterion.