Processing Tools for Modeling Operators (HDFS)
These HDFS-supported model operators support the specified data processing tools.
| Operator name | Pig | MapReduce | Spark | Sqoop |
|---|---|---|---|---|
| Alpine Forest Classification | x | x | ||
| Alpine Forest Regression | x | x | ||
| Decision Tree | x | |||
| Gradient Boosting Classification | x | |||
| Gradient Boosting Regression | x | |||
| K-Means (HD) | x | x | ||
| Linear Regression (HD) | x | x | ||
| Logistic Regression (HD) | x | x | ||
| Naive Bayes (HD) | x | x | ||
| PCA (HD) | x | |||
| SVM Classification | x |