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. 2023 Dec 6;24:457. doi: 10.1186/s12859-023-05587-4

Table 4.

Setting for baseline datasets

Properties Dataset R Dataset S DatasetB Dataset I Dataset C Dataset H
dataset Data type Real-valued Symbolic Integer Integer Real-valued Heterogeneous (50% real, 50% symbolic)
Size 1000×100 1000×100 1000×100 1000×100 1000×100 1000×100
Alphabet [-100,100] {a,b,c,d,e} {1,0} [0,100] [-100,100] [-100,100] and {a,b,c,d,e}
Background N(0,30) Missing Missing Uniform Uniform Missing
bics Number 1 1 1 1 1 1
Dimensions 50×50 50×50 50×50 50×50 50×50 50×50
Contiguity No No No No Yes No