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. 2020 Mar 7;10(7):3503–3517. doi: 10.1002/ece3.6147

Table 2.

Summary of performance metrics for Parks Canada species ID with trained locations

Model Accuracy F1 score
DenseNet201 0.956 0.794
Inception‐ResNet‐V2 0.929 0.724
InceptionV3 0.940 0.756
NASNetMobile 0.910 0.714
MobileNetV2 0.931 0.754
Xception 0.954 0.786
Ensemble 0.959 0.812

Bolded results represent the best performing models.