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. 2019 Feb 15;10:155. doi: 10.3389/fpls.2019.00155

Table 2.

Precision, Recall and F-score of our model and K-means method.

No. Our model Precision Our model Recall Our model F2 Score K-means Precision K-means Recall K-means F2 Score
1 70.69% 98.48% 91.30% 43.08% 68.92% 61.54%
2 82.10% 99.74% 95.63% 93.61% 48.52% 53.69%
3 56.90% 91.32% 81.46% 16.20% 58.86% 38.56%
4 83.57% 99.77% 96.04% 94.00% 46.21% 51.44%
5 82.80% 99.34% 95.52% 91.17% 71.04% 74.32%
6 73.86% 98.50% 92.34% 78.70% 68.51% 70.33%
7 83.10% 99.39% 95.64% 91.50% 66.78% 70.60%
8 83.55% 99.37% 95.74% 89.44% 52.63% 57.35%
9 64.47% 97.30% 88.31% 63.78% 53.10% 54.94%
10 72.42% 98.66% 91.99% 72.42% 63.30% 64.93%
11 73.32% 99.42% 92.81% 79.89% 68.11% 70.18%
12 79.50% 99.53% 94.76% 81.04% 68.47% 70.66%
13 66.39% 95.35% 87.70% 49.58% 66.79% 62.45%
14 85.88% 99.68% 96.58% 95.43% 46.34% 51.65%
15 71.35% 89.38% 85.08% 73.48% 54.89% 57.82%
16 68.33% 97.63% 89.91% 65.84% 60.89% 61.82%
17 59.08% 86.48% 79.14% 40.65% 61.70% 55.90%
18 73.13% 99.22% 92.61% 84.52% 56.67% 60.67%
19 65.46% 98.89% 89.72% 65.23% 67.06% 66.69%
20 70.04% 99.44% 91.74% 57.37% 62.13% 61.12%

The average Precision, Recall and F2 score of our model in test samples are 73.30, 97.34, and 91.20%, respectively; the average Precision, Recall and F2 score of K-means method in test samples are 71.35, 60.55, and 60.83%, respectively.