Table 2 Computational time and memory needed for each run of all methods
\(\ell_{1}\)-norm | HGIMDA | EGBMMDA | DeepMDA | NTSMDA | PBMDA | |
|---|---|---|---|---|---|---|
Programming Language | R | MATLAB | R | Python 2.7 | R | Python 2.7 |
Time (min) | < 3 | < 1 | < 1 | < 10 | < 1 | < 60 |
Memory (GB) | 4 | 4 | 4 | 12 | 4 | 16 |
\(\ell_{1}\)-norm | HGIMDA | EGBMMDA | DeepMDA | NTSMDA | PBMDA | |
|---|---|---|---|---|---|---|
Programming Language | R | MATLAB | R | Python 2.7 | R | Python 2.7 |
Time (min) | < 3 | < 1 | < 1 | < 10 | < 1 | < 60 |
Memory (GB) | 4 | 4 | 4 | 12 | 4 | 16 |