BicPAM: Pattern-based biclustering for biomedical data analysis

Table 2 FC and MS levels of BicPAM in different settings (mean and variance from 20 datasets)

		100 × 30		500 × 60		1000 × 100		2000 × 200
Metric	Coherency	Normal	Uniform	Normal	Uniform	Normal	Uniform	Normal	Uniform
FC	Constant	0.862 ±0.017	0.930 ±0.014	0.884 ±0.018	0.956 ±0.007	0.909 ±0.017	0.949 ±0.006	0.907 ±0.014	0.948 ±0.011
	Additive	0.782 ±0.021	0.831 ±0.008	0.834 ±0.014	0.888 ±0.007	0.845 ±0.018	0.897 ±0.007	0.827 ±0.015	0.887 ±0.006
	Multiplicative	0.762 ±0.028	0.794 ±0.013	0.790 ±0.019	0.825 ±0.014	0.785 ±0.020	0.840 ±0.011	0.767 ±0.020	0.819 ±0.015
MS $(ℬ, ℋ)$	Constant	0.923 ±0.018	0.974 ±0.007	0.931 ±0.012	0.968 ±0.005	0.935 ±0.010	0.984 ±0.005	0.944 ±0.011	0.987 ±0.008
	Additive	0.895 ±0.017	0.945 ±0.006	0.925 ±0.012	0.963 ±0.003	0.913 ±0.008	0.981 ±0.007	0.917 ±0.011	0.974 ±0.006
	Multiplicative	0.902 ±0.019	0.958 ±0.014	0.906 ±0.015	0.953 ±0.009	0.910 ±0.015	0.941 ±0.008	0.886 ±0.019	0.948 ±0.010
$MS (ℋ, ℬ)$	Constant	0.956 ±0.013	0.984 ±0.006	0.960 ±0.007	0.981 ±0.004	0.961 ±0.004	0.996 ±0.002	0.957 ±0.009	0.993 ±0.002
	Additive	0.955 ±0.012	0.997 ±0.001	0.959 ±0.006	0.997 ±0.002	0.955 ±0.004	0.995 ±0.002	0.957 ±0.007	0.995 ±0.003
	Multiplicative	0.937 ±0.015	0.966 ±0.008	0.924 ±0.012	0.968 ±0.008	0.923 ±0.010	0.963 ±0.009	0.927 ±0.013	0.974 ±0.007

ISSN: 1748-7188