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The correlation matrices of the two data sets are shown in Figure 5.

Details of the ALOS2/PALSAR2 data sets are shown in Table 1.

Thecurrent molecule sets are shown in the list on the left side.

Representative DFP of selected data sets are shown in Additional file 1: Table S1.

Toxic and non-toxic sets are shown in red and green, respectively.

Profile plots of the trees in these data sets are shown in Fig. 2.

The common fitted parameter values for both data sets are shown in Table 2.

The basic concepts in rough sets are shown in Fig. 2.

Results on the four test sets are shown in Table 6.

Examples of possible basis sets are shown in the trees in Fig. 4.

The statistics of three data sets are shown in Table 1.

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