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. 2019 Jan 24;9(2):43. doi: 10.3390/biom9020043

Figure 5.

Figure 5

The 15 most relevant MACCS keys, sorted by decreasing feature importance. Above each diagram, the first line reports the index of the respective MACCS key and its SMARTS pattern. The second line reports the feature importance (feature_importances_ attribute). The figure was produced with SMARTSviewer [100,101].