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

Table 5.

Abbreviation detection

Top 10 [1] w 2 [1-2] w 2 [1-3] w 2
1 Contains period 0.30 Contains period 0.35 S2 5885.83
2 All upper case 0.02 C(Lnorm, •) 0.18 S3 4855.66
3 Contains digit 0.01 logλ 0.13 S4 1999.51
4 - - C(¬Lnorm, ¬•) 0.12 S2, S3 1798.60
5 - - C(¬Lnorm, •) 0.09 logλ 1180.39
6 - - C(Lnorm, ¥) 0.09 S5 894.98
7 - - All upper case 0.02 S4, S5 715.70
8 - - Contains digit 8.16E-5 S2, S5 617.98
9 - - - - S2, S4, S5 474.86
10 - - - - S3, S4, S5 256.81

Top 10 [1-4] w 2 [1-5] w 2 [1-6] w 2

1 S2 1063.78 S5 1027.15 LT 952.62
2 S3 962.33 S4, S5 914.02 Mean-LT 952.62
3 S2, S3 507.82 S2, S5 610.69 All upper case 549.64
4 S4 391.68 S2, S4, S5 527.28 S3, S4, S5 529.85
5 S3, S4, S5 379.70 S2 463.94 S3, S5 521.60
6 S3, S5 325.68 S3, S4, S5 274.81 erforderl. 403.54
7 S5 265.62 S3, S5 253.30 pathol. 392.23
8 S4, S5 222.55 Mean-LT 145.91 verschiebl. 375.40
9 logλ 143.67 LT 145.91 d-lat. 358.11
10 S2, S5 129.90 S2, S4 90.13 entzündl. 345.21

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.