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. 2014 Nov 26;6:47. doi: 10.1186/s13321-014-0047-1

Figure 2.

Figure 2

Variance terms (TS-MLR, TS-PCR, simulation model 2). Average variance terms of the model errors (ave.var (ME )) for simulation model 2. Variance also strongly depends on the regression technique (TS-MLR, TS-PCR), cross-validation design in the inner loop, and test set size in the outer loop.