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. 2020 Sep 25;11:580389. doi: 10.3389/fpls.2020.580389

Table 2.

Results of AlexNet Neural Network classifier applied to 6 images.

Species Collection technique Number of stomata Precision Recall F-score
Vitis vinifera L. x V. rupestris Scheele Traditional 248 0.6692 0.9254 0.77672
Modified 207 0.7825 0.9055 0.83952
Prunus armeniaca Traditional 791 0.7291 0.7388 0.73392
Modified 917 0.7265 0.7517 0.73889
Citrus sinensis L. Osbeck Traditional 932 0.7290 0.9076 0.80855
Modified 1168 0.9089 0.8850 0.89679
Vinca major L. Traditional 406 0.8673 0.9095 0.88790
Modified 317 0.8138 0.8943 0.85215