Research Article

PLANET: Improved Convolutional Neural Networks with Image Enhancement for Image Classification

Table 5

Experiment results, mean  std (%), for 3-fold cross-validation of GoogLeNet on ICIAR (BACH) 2018 [22] are illustrated in this table. Precision, Recall, and Accuracy are abbreviated as P, R, and Acc, respectively. Corresponding results better than PLANET with InnerMove are marked in bold.

GoogLeNet without InnerMoveGoogLeNet with InnerMove
ClassPRF1AccPRF1Acc

Normal9092
Benign
InSitu
Invasive