Table 5. Algorithm suggestion according to combinations of sample size (n) and number of features (p), multiple solutions and high volume data.
Algorithm | Cases | ||||||
---|---|---|---|---|---|---|---|
n small &
p small |
n small &
p big |
n big &
p small |
n big &
p big |
High volume
data |
Multiple
solutions |
Authors
development |
|
BSR | ✓ | ||||||
FBED | ✓ | ✓ | ✓ | ✓ | |||
FSR | ✓ | ||||||
gOMP | ✓ | ✓ | ✓ | ✓ | |||
IAMB | ✓ | ✓ | |||||
MMMB | ✓ | ✓ | ✓ | ✓ | |||
MMPC | ✓ | ✓ | ✓ | ✓ | |||
SES | ✓ | ✓ | ✓ | ✓ | ✓ |