Table 3.
Average RF rates (± standard error) of different methods on the 201-taxon dataset. The best RF rates for various model conditions are shown in boldface
#Taxa | #Entries | Model | #Missing | Average RF Rate | ||
---|---|---|---|---|---|---|
Entries | LASSO | MF | AE | |||
400 | 0.6 ±0.02 | 0.36 ±0.04 | 0.36 ±0.01 | |||
1024 | 0.61 ±0.02 | 0.4 ±0.05 | 0.39 ±0.04 | |||
TN93 | 2500 | 0.62 ±0.02 | 0.41 ±0.03 | 0.4 ±0.02 | ||
5625 | 0.63 ±0.03 | 0.44 ±0.03 | 0.41 ±0.03 | |||
201 | 20100 | 10100 | N/A | 0.59 ±0.02 | 0.43 ±0.01 | |
400 | 0.59 ±0.02 | 0.38 ±0.02 | 0.37 ±0.01 | |||
1024 | 0.62 ±0.01 | 0.4 ±0.03 | 0.38 ±0.02 | |||
LogDet | 2500 | 0.61 ±0.02 | 0.41 ±0.02 | 0.4 ±0.02 | ||
5625 | 0.62 ±0.02 | 0.46 ±0.03 | 0.43 ±0.02 | |||
10100 | N/A | 0.58 ±0.03 | 0.43 ±0.01 |