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. 2021 May 24;72:102105. doi: 10.1016/j.media.2021.102105

Table 3.

Evaluation of varying bag sizes with the proposed method on YUMC CT slices dataset.

Method Accuracy AUC F1 Specificity Sensitivity
DA-CMIL (w/ k=8) 0.93 0.934 0.923 0.9 0.968
DA-CMIL (w/ k=16) 0.944 0.939 0.933 0.975 0.903
DA-CMIL (w/ k=24) 0.944 0.943 0.935 0.95 0.935
DA-CMIL (w/ k=32) 0.986 0.988 0.984 0.975 1