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. 2015 Dec 29;4(1):819. doi: 10.1186/s40064-015-1593-3

Table 3.

Impact of descriptors on biological activity

Descriptor class R2 R2cv
Topological 0.870 0.810
Functional group + atom centered fragments 0.812 0.744
Constitutional + molecular property 0.784 0.644
3d + geometrical 0.713 0.634