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Huaxin Gao f7d9e3d162 [SPARK-23631][ML][PYSPARK] Add summary to RandomForestClassificationModel 
### What changes were proposed in this pull request?
Add summary to RandomForestClassificationModel...

### Why are the changes needed?
so user can get a summary of this classification model, and retrieve common metrics such as accuracy, weightedTruePositiveRate, roc (for binary), pr curves (for binary), etc.

### Does this PR introduce _any_ user-facing change?
Yes
```
RandomForestClassificationModel.summary
RandomForestClassificationModel.evaluate
```

### How was this patch tested?
Add new tests

Closes #28913 from huaxingao/rf_summary.

Authored-by: Huaxin Gao <huaxing@us.ibm.com>
Signed-off-by: Sean Owen <srowen@gmail.com>
2020-07-01 08:09:07 -05:00
..
linalg [SPARK-28206][PYTHON] Remove the legacy Epydoc in PySpark API documentation 2019-07-05 10:08:22 -07:00
param [SPARK-30930][ML] Remove ML/MLLIB DeveloperApi annotations 2020-03-16 12:41:22 -05:00
tests [SPARK-23631][ML][PYSPARK] Add summary to RandomForestClassificationModel 2020-07-01 08:09:07 -05:00
__init__.py [SPARK-29212][ML][PYSPARK] Add common classes without using JVM backend 2020-03-04 12:20:02 +08:00
base.py [SPARK-30930][ML] Remove ML/MLLIB DeveloperApi annotations 2020-03-16 12:41:22 -05:00
classification.py [SPARK-23631][ML][PYSPARK] Add summary to RandomForestClassificationModel 2020-07-01 08:09:07 -05:00
clustering.py [SPARK-31739][PYSPARK][DOCS][MINOR] Fix docstring syntax issues and misplaced space characters 2020-05-18 20:25:02 +09:00
common.py [SPARK-17679] [PYSPARK] remove unnecessary Py4J ListConverter patch 2016-10-03 14:12:03 -07:00
evaluation.py [SPARK-31734][ML][PYSPARK] Add weight support in ClusteringEvaluator 2020-05-25 09:18:08 -05:00
feature.py [SPARK-31652][ML][PYSPARK] Add ANOVASelector and FValueSelector to PySpark 2020-05-08 11:02:24 +08:00
fpm.py [SPARK-19939][ML] Add support for association rules in ML 2020-06-26 12:55:38 -05:00
functions.py [SPARK-30859][PYSPARK][DOCS][MINOR] Fixed docstring syntax issues preventing proper compilation of documentation 2020-02-18 16:46:45 +09:00
image.py [SPARK-25382][SQL][PYSPARK] Remove ImageSchema.readImages in 3.0 2019-07-31 14:26:18 +09:00
pipeline.py [SPARK-31497][ML][PYSPARK] Fix Pyspark CrossValidator/TrainValidationSplit with pipeline estimator cannot save and load model 2020-04-26 21:04:14 -07:00
recommendation.py [SPARK-30662][ML][PYSPARK] Put back the API changes for HasBlockSize in ALS/MLP 2020-02-09 13:14:30 +08:00
regression.py [SPARK-31739][PYSPARK][DOCS][MINOR] Fix docstring syntax issues and misplaced space characters 2020-05-18 20:25:02 +09:00
stat.py [SPARK-31667][ML][PYSPARK] Python side flatten the result dataframe of ANOVATest/ChisqTest/FValueTest 2020-05-11 09:09:00 -05:00
tree.py [SPARK-30543][ML][PYSPARK][R] RandomForest add Param bootstrap to control sampling method 2020-01-23 16:44:13 +08:00
tuning.py [SPARK-31777][ML][PYSPARK] Add user-specified fold column to CrossValidator 2020-06-16 16:46:32 -07:00
util.py [SPARK-31739][PYSPARK][DOCS][MINOR] Fix docstring syntax issues and misplaced space characters 2020-05-18 20:25:02 +09:00
wrapper.py [SPARK-29212][ML][PYSPARK] Add common classes without using JVM backend 2020-03-04 12:20:02 +08:00