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. 2022 Oct 22;53(11):14249–14268. doi: 10.1007/s10489-022-04221-9

Table 7.

Optimum value of m

m/4 m/2 3m/4 m
TextConvo Net_6 TextConvo Net_4 TextConvo Net_6 TextConvo Net_4 TextConvo Net_6 TextConvo Net_4 TextConvo Net_6 TextConvo Net_4
DATASET-2
Accuracy 0.890 0.886 0.901 0.887 0.889 0.888 0.901 0.894
Precision 0.894 0.864 0.903 0.901 0.888 0.875 0.899 0.911
Recall 0.844 0.872 0.863 0.828 0.849 0.863 0.867 0.835
F1_score 0.868 0.868 0.882 0.863 0.868 0.869 0.883 0.871
Specificity 0.925 0.896 0.930 0.932 0.919 0.907 0.926 0.939
Gmean1 0.869 0.868 0.883 0.864 0.868 0.869 0.883 0.872
Gmean2 0.883 0.884 0.896 0.878 0.883 0.885 0.896 0.885
MCC 0.775 0.768 0.798 0.769 0.773 0.771 0.798 0.784
DATASET-4
Accuracy 0.826 0.820 0.827 0.828 0.829 0.829 0.829 0.824
Precision 0.565 0.551 0.569 0.570 0.573 0.572 0.572 0.559
Recall 0.565 0.551 0.569 0.570 0.573 0.572 0.572 0.559
F1_score 0.565 0.551 0.569 0.570 0.573 0.572 0.572 0.559
Specificity 0.891 0.888 0.892 0.893 0.893 0.893 0.893 0.890
Gmean1 0.565 0.551 0.569 0.570 0.573 0.572 0.572 0.559
Gmean2 0.710 0.699 0.712 0.713 0.715 0.715 0.715 0.705
MCC 0.457 0.438 0.461 0.463 0.466 0.465 0.465 0.449

Bold entries show the significant values