Table 1.
Ranked | Randomly Ranked | ||||||
---|---|---|---|---|---|---|---|
Cut-off (%) | Count | Precision | Recall | F1 | Precision | Recall | F1 |
1.0 | 136 | 0.807 | 0.519 | 0.632 | 0.015 | 0.000 | 0.000 |
2.5 | 340 | 0.587 | 0.759 | 0.662 | 0.032 | 0.013 | 0.018 |
5.0 | 680 | 0.402 | 0.861 | 0.548 | 0.041 | 0.051 | 0.045 |
7.5 | 1018 | 0.312 | 0.886 | 0.462 | 0.038 | 0.089 | 0.053 |
10 | 1358 | 0.250 | 0.899 | 0.392 | 0.035 | 0.101 | 0.052 |
20 | 2716 | 0.142 | 0.911 | 0.246 | 0.035 | 0.253 | 0.061 |
30 | 4074 | 0.103 | 0.924 | 0.185 | 0.037 | 0.304 | 0.065 |
40 | 5432 | 0.081 | 0.937 | 0.150 | 0.036 | 0.380 | 0.066 |
50 | 6790 | 0.067 | 0.937 | 0.126 | 0.037 | 0.405 | 0.068 |
60 | 8148 | 0.059 | 0.949 | 0.111 | 0.038 | 0.494 | 0.070 |
70 | 9506 | 0.051 | 0.949 | 0.097 | 0.038 | 0.608 | 0.071 |
80 | 10864 | 0.046 | 0.949 | 0.088 | 0.038 | 0.734 | 0.072 |
90 | 12223 | 0.041 | 0.949 | 0.079 | 0.038 | 0.810 | 0.072 |
100 | 13581 | 0.037 | 0.949 | 0.071 | 0.037 | 0.949 | 0.071 |