Auger.AI vs SageMaker
Auger's Automated Machine Learning manages your cloud services to run multiple trials, searching for the best algorithm and hyperparameters for your prediction and classification problem. It offers the most algorithms and fastest search of any automated machine learning tool. All inside an easy to use model manager. Increase your prediction accuracy without the pain of model selection and configuration.
| Feature | Auger | SageMaker |
|---|---|---|
| AutoML (algo/parameter optimization) | YES | NO |
| Hyperparameter optimization | YES | YES |
| Faster algorithm search | YES (smart search) | NO |
| Higher accuracy | YES | NO |
| Automated endpoint deployment | YES | YES |
| Data transformation from multiple sources | YES | NO |
| All classical algorithms | YES | YES |
| Free hosted prediction runtime | YES | NO |
| Visual representation of features | YES | NO |
| Web access | YES | YES |
