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. 2021 Oct 29:1–9. Online ahead of print. doi: 10.1007/s00521-021-06614-2

Table 4.

F-measure of best classical models

Training Size LR SVM NB RF DT
100 k 0.8429 0.8905 0.8462 0.771 0.7512
200 k 0.8597 0.8968 0.8626 0.7821 0.7194
300 k 0.8708 0.9092 0.8749 0.8028 0.7582
500 k 0.8784 0.9023 0.8861 0.8116 0.7465
1 M 0.8907 0.9058 0.8906 0.8231 0.775
2 M 0.8948 0.9048 0.8961 0.8409 0.7592
3 M 0.8984 0.9049 0.8989 0.8464 0.7262