Table 1.
Comparison of interpretable models.
Fig 1.
CPTR model diagram.
Fig 2.
Conceptual prototype tree model diagram.
Fig 3.
Contrastive learning process diagram.
Table 2.
Details of Cashew, Cassava and Appleleaf9 datasets.
Fig 4.
Partial images of Cashew, Cassava, and AppleLeaf9 datasets.
Fig 5.
Schematic diagram of data augmentation.
Table 3.
Comparison of Experimental Results (mean ± std over three independent runs).
Table 4.
Results of ablation experiment.
Fig 6.
Confusion matrix.
Fig 7.
Decision tree trained by CPTR.
Fig 8.
An illustrative decision path of the CPTR model for a single sample.
Table 5.
Comparison of fidelity across different models on datasets.