Table 5.
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.