Table 2 Mean precision (P), recall (R), and F1-measure (F) 10-fold cross validation results on training data, per scene
From: Personality-dependent content selection in natural language generation systems
Majority class baseline | Personality-dependent CS | ||||||
|---|---|---|---|---|---|---|---|
Scene | Classes | P | R | F | P | R | F |
01 | 6 | 0.81 | 1.00 | 0.89 | 0.83 | 0.99 | 0.90 |
02 | 4 | 0.67 | 1.00 | 0.80 | 0.82 | 0.99 | 0.90 |
03 | 5 | 0.69 | 1.00 | 0.81 | 0.79 | 0.98 | 0.88 |
04 | 2 | 0.57 | 1.00 | 0.72 | 0.79 | 0.99 | 0.87 |
05 | 8 | 0.82 | 1.00 | 0.90 | 0.82 | 1.00 | 0.90 |
06 | 8 | 0.67 | 1.00 | 0.79 | 0.79 | 0.98 | 0.88 |
08 | 5 | 0.80 | 1.00 | 0.89 | 0.81 | 0.99 | 0.89 |
09 | 9 | 0.76 | 1.00 | 0.86 | 0.78 | 0.99 | 0.87 |
10 | 4 | 0.80 | 1.00 | 0.89 | 0.81 | 0.99 | 0.89 |
Mean | 5.1 | 0.73 | 1.00 | 0.84 | 0.80 | 0.99 | 0.89 |