Table 3.
Friedman test for five datasets on different kernel functions and documents representation
| Linear | RBF | POLY | |||||||
|---|---|---|---|---|---|---|---|---|---|
| BOW | TPC | TE | BOW | TPC | TC | BOW | TPC | TE | |
| Precision | |||||||||
| Mean rank | 2.90 | 2.00 | 1.10 | 1.00 | 2.50 | 2.50 | 1.2 | 2.6 | 2.2 |
| P = | 0.0001 | 0.00196 | 0.001501 | ||||||
| Recall | |||||||||
| Mean rank | 1.00 | 2.60 | 2.40 | 1.00 | 2.40 | 2.60 | 1.20 | 2.40 | 2.40 |
| P = | 0.00332 | 0.0256 | 0.008977 | ||||||
| F-score | |||||||||
| Mean rank | 2.60 | 2.10 | 1.30 | 1.00 | 2.60 | 2.40 | 1.20 | 2.60 | 2.20 |
| P = | 0.08977 | 0.00332 | 0.01501 | ||||||
| ROC | |||||||||
| Mean rank | 3.00 | 1.80 | 1.20 | 1.00 | 2.60 | 2.40 | 1.00 | 2.60 | 2.40 |
| P = | 0.00066 | 0.00332 | 0.00332 | ||||||
| PRC | |||||||||
| Mean rank | 2.80 | 2.00 | 1.20 | 1.00 | 2.70 | 2.30 | 1.00 | 2.60 | 2.40 |
| P = | 0.0168 | 0.0008 | 0.84935 | ||||||