| ************* Report B/I tags************* | |
| precision recall f1-score support | |
| B-atco 0.83 0.81 0.82 1356 | |
| B-pilot 0.79 0.89 0.83 1653 | |
| I-atco 0.95 0.90 0.93 13501 | |
| I-pilot 0.89 0.92 0.90 10216 | |
| accuracy 0.91 26726 | |
| macro avg 0.86 0.88 0.87 26726 | |
| weighted avg 0.91 0.91 0.91 26726 | |
| ************ Report with merged classes *********** | |
| precision recall f1-score support | |
| atco 0.94 0.90 0.92 14857 | |
| pilot 0.88 0.93 0.90 11869 | |
| accuracy 0.91 26726 | |
| macro avg 0.91 0.91 0.91 26726 | |
| weighted avg 0.91 0.91 0.91 26726 | |
| JACCARD ERROR RATE (JER): [30.08233059 28.35603113 13.8444178 17.4533672 ] | |
| JER - WEIGHTED : 16.945343251112565 | |