Table 11 Cross validation accuracy with RF and SGD regressor for transcoding speed and CPU consumption. The size of the training data set for transcoding speed was 912 samples. The size of the training data set for CPU consumption was 911 samples
From: Online architecture for predicting live video transcoding resources
| Algorithm | Transcoding speed: CV accuracy (%) | CPU consumption: CV accuracy (%) |
|---|---|---|
| RF | 2.53 +/− 0.83 | 9.60 +/− 7.48 |
| SGD | 2.89 +/− 0.71 | 15.73 +/− 11.42 |
