Table 4. Summary of Bicluster Evaluation Measures.
Measure | Ref. | Experimental Results | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
Shifting Patterns | Scaling Patterns | Combined Patterns | ||||||||
Tendency | Optimal | Scatter | Tendency | Optimal | Scatter | Tendency | Optimal | Scatter | ||
VAR | [11] | Exp | ↓ | Exp | ↑ | NT | ↑↑ | |||
MSR | [12] | Exp | • | NS | Exp | ↑ | Exp | ↑ | ||
SMSR | [18] | Exp | ↓↓ | Exp | • | ↓↓ | NT | ↑↑ | ||
RI | [19] | - | - | - | - | - | - | - | - | - |
PCC | [20, 21] | Log | • | NS | Log | ↑ | Log | ↑ | ||
AC | [22] | Exp | NS | Exp | low | Exp | ↑ | |||
SCS | [23] | Exp | • | NS | Exp | NS | Exp | • | NS | |
ACV | [24] | Log | • | NS | Log | • | NS | Log | ↑ | |
ASR | [26] | Cons-Lin-Log | • | ↓↓ | Cons-Lin | • | ↓↓ | Cons-Lin-Log | • | ↓↓ |
SBM | [27] | Lin | NS | Cons-Lin | ↓↓ | Cons-Lin | ↑↑ | |||
MSA | [28] | Exp | ↓↓ | NT | ↑↑ | NT | ↑↑ | |||
VE | [29] | Lin | • | NS | Lin | • | NS | Exp | ↑ | |
VEt | [30] | Lin | • | NS | Lin | • | NS | Lin | • | NS |
SS | [31] | - | - | - | - | - | - | - | - | - |