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Table 1 Comparison of our method with four existing protein location predictors

From: Automated classification of protein subcellular localization in immunohistochemistry images to reveal biomarkers in colon cancer

Method Accuracy Recall Precision F1-score
iLocator 76.16% 76.73% 81.57% 0.7908
SC-PSorter 78.81% 76.66% 86.22% 0.8040
MIC_Locator 79.69% 80.17% 86.71% 0.8291
SAE-RF 83.29% 85.57% 87.05% 0.8629
Our method 92.69% 93.55% 94.55% 0.9400