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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2019/12/26 23:03:37 UTC
[GitHub] [spark] huaxingao commented on issue #27011: [SPARK-30354][ML] GBT
reuse DecisionTreeMetadata among iterations
huaxingao commented on issue #27011: [SPARK-30354][ML] GBT reuse DecisionTreeMetadata among iterations
URL: https://github.com/apache/spark/pull/27011#issuecomment-569147124
The change looks good to me. I will wait for this PR to get merged in first, then I will change https://github.com/apache/spark/pull/26972 to pass the instr of GBTClassifier/GBTRegressor to impl/GBT, and use it to log the metrics in the first tree building:
```
val firstTreeModel = RandomForest.run(input, treeStrategy, numTrees = 1,
featureSubsetStrategy, seed = seed, instr = None,
parentUID = None, precomputedMetadata = Some(metadata))
.head.asInstanceOf[DecisionTreeRegressionModel]
```
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