Table 6 The influence of the sorting-purpose polynomial proportion in classification decision function of the GVCA method on the classification performance
From: Improvement on the vanishing component analysis by grouping strategy
N% | 10% | 20% | 30% | 40% | 50% | 60% | 70% | 80% | 90% |
|---|---|---|---|---|---|---|---|---|---|
P | 0.83 | 0.84 | 0.86 | 0.88 | 0.86 | 0.86 | 0.86 | 0.88 | 0.87 |
R | 0.76 | 0.80 | 0.81 | 0.84 | 0.83 | 0.83 | 0.83 | 0.86 | 0.84 |
F1 | 0.79 | 0.82 | 0.83 | 0.85 | 0.84 | 0.84 | 0.84 | 0.86 | 0.85 |