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Fig. 2 | BMC Medical Informatics and Decision Making

Fig. 2

From: Explanation and prediction of clinical data with imbalanced class distribution based on pattern discovery and disentanglement

Fig. 2

An illustration of DS* with two AV clusters in the first PC (PC1) using synthetic data. As displayed in PC1, two distinct clusters far from the centre represent two strongly AVA groups corresponding to class 2 and class 3 with large eigenvalue. The SR of their corresponding AVA among the AV pairs in each cluster are shown by the yellow shaded cells in its corresponding Re-projected SRV (RSRV). This indicates that the AVAs of class 2 and class 3 are disentangled and grouped in the first PC and its corresponding RSRV. The green shaded cells in RSRV denote AV pairs with negative statistical significance (i.e., very unlikely to occur)

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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