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The description of training dataset is listed below.

The median FC for each dataset is listed (right margin; FDR < 0.05 for red labels).

The number of normal and pathological images in each dataset is listed in Table 4. Table 4 The number of normal and pathological images in each dataset Dataset Normal Pathological DR1 595 482 DR2 337 98 Messidor 546 6546

The testing dataset is listed in Table 1.

The dataset is listed in supplementary material Table S1.

The number of remaining features in each dataset is listed in Table 1.

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Relevant research papers that have used this dataset are listed.

Results of DBLP dataset are listed and others omitted.

The prediction values of FWQ indices for all the dataset are listed in Table 7.

The description of EEG data is provided and the relevant papers that have utilized the dataset are listed.

The MDDR dataset contains eleven activity classes (8294 molecules) and the details of this dataset are listed in Table 1.

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