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Top 3 features on the cystic dataset. The highest score using the BioLK-method is achieved by a dimmer ‘NeuAcα 2-3Gal’ at layer 2, which is often found at the nonreducing end of glycan structures. The top three structures captured by the BioLK-method are allα 2-3 sialylated structures which are consistent with the literature as well. However, the features captured by the LK-method are structures which include the root, which may indicate that it is overfitting to the data.
