Table 13.
Obtained results (accuracy, %) for age and gender classification using SVM classifier on the PAN author profiling 2015 Spanish training corpus under 10-fold cross-validation with vectors extracted only from the training data.
| Feature set | Age | Gender | ||
|---|---|---|---|---|
| SVM-NP | SVM-WP | SVM-NP | SVM-WP | |
| D2V (1-gram) | 59.83 | 56.67 | 67.00 | 73.00 |
| D2V (1 + 2-grams) | 68.33 | 69.61 | 67.00 | 69.00 |
| D2V (1 + 2 + 3-grams) | 69.50 | 72.28 | 65.00 | 71.00 |