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. 2022 Oct 17;18(2):289–301. doi: 10.1007/s11548-022-02769-y

Table 4.

Confusion matrices of a conventional attention network (ResNet18 + Nonlocal block) and the proposed attention induction network

Prediction
Class 1 Class 2 Class 3 Class 4
(a) ResNet18 + nonlocal block
 True
  Class 1 57 17 2 4
  Class 2 24 35 6 15
  Class 3 4 14 5 5
  Class 4 4 8 1 46
(b) Proposed attention induction network(α=175)
 True
  Class 1 63 11 3 3
  Class 2 15 46 5 14
  Class 3 3 11 8 6
  Class 4 4 8 2 45