Statements (41)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:model
|
| gptkbp:category |
gptkb:machine_learning
big data data science |
| gptkbp:developedBy |
gptkb:Apache_Software_Foundation
|
| gptkbp:documentation |
https://spark.apache.org/docs/latest/ml-guide.html
|
| https://www.w3.org/2000/01/rdf-schema#label |
SparkML
|
| gptkbp:introducedIn |
gptkb:Apache_Spark_1.2
|
| gptkbp:license |
gptkb:Apache_License_2.0
|
| gptkbp:partOf |
gptkb:Apache_Spark
|
| gptkbp:provides |
cross-validation
dimensionality reduction feature extraction hyperparameter tuning model selection model evaluation machine learning pipelines recommendation algorithms clustering algorithms classification algorithms feature transformation regression algorithms |
| gptkbp:replacedBy |
gptkb:MLlib_RDD-based_API
|
| gptkbp:supports |
distributed computing
transformers pipelines dataframes estimators evaluators param grids persistence of models |
| gptkbp:supportsLanguage |
gptkb:Java
gptkb:Python gptkb:Scala R |
| gptkbp:usedFor |
large-scale machine learning
|
| gptkbp:writtenBy |
gptkb:Java
gptkb:Python gptkb:Scala |
| gptkbp:bfsParent |
gptkb:Amazon_SageMaker
|
| gptkbp:bfsLayer |
5
|