Execution time modeling on Nexus 5 profiling dataset Fully-connected layer 25% (test)
0.2MAPEGBRT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GBRTInput feature=explanatory variable vector x2018.09 | 0.2 | 0.01 | 0.999 | |
| FastDeepIoTInput feature=explanatory variable vector x2018.09 | 1.9 | 0.19 | 0.999 | |
| DNNInput feature=explanatory variable vector x2018.09 | 1.9 | 0.19 | 0.999 | |
| RFInput feature=explanatory variable vector x2018.09 | 12 | 0.38 | 0.996 | |
| DTInput feature=explanatory variable vector x2018.09 | 22.5 | 1.18 | 0.977 | |
| SVRInput feature=explanatory variable vector x2018.09 | 133.5 | 5.98 | 0.065 |