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25 Commits

Author SHA1 Message Date
Nan Zhu
016ab89484 [jvm-packages] Parameter tuning tool for XGBoost (#1664) 2016-10-23 16:58:18 -04:00
Nan Zhu
813a53882a [jvm-packages] deprecate Flaky test (#1662) 
* deprecate flaky test
 2016-10-13 07:21:24 -04:00
Nan Zhu
1673bcbe7e [jvm-packages] separate classification and regression model and integrate with ML package (#1608) 2016-09-30 11:49:03 -04:00
Nan Zhu
4ad648e856 [jvm-packages] predictLeaf with Dataframe (#1576) 
* add back train method but mark as deprecated

* predictLeaf with Dataset

* fix

* fix
 2016-09-15 06:15:47 -04:00
Nan Zhu
bb388cbb31 default eval func (#1574) 2016-09-14 13:26:16 -04:00
Nan Zhu
fb02797e2a [jvm-packages] Integration with Spark Dataframe/Dataset (#1559) 
* bump up to scala 2.11

* framework of data frame integration

* test consistency between RDD and DataFrame

* order preservation

* test order preservation

* example code and fix makefile

* improve type checking

* improve APIs

* user docs

* work around travis CI's limitation on log length

* adjust test structure

* integrate with Spark -1 .x

* spark 2.x integration

* remove spark 1.x implementation but provide instructions on how to downgrade
 2016-09-11 15:02:58 -04:00
Nan Zhu
3f198b9fef [jvm-packages] allow training with missing values in xgboost-spark (#1525) 
* allow training with missing values in xgboost-spark

* fix compilation error

* fix bug
 2016-08-29 21:45:49 -04:00
Nan Zhu
74db1e8867 [jvm-packages] remove APIs with DMatrix from xgboost-spark (#1519) 
* test consistency of prediction functions between DMatrix and RDD

* remove APIs with DMatrix from xgboost-spark

* fix compilation error in xgboost4j-example

* fix test cases
 2016-08-28 21:25:49 -04:00
Nan Zhu
6d65aae091 [jvm-packages] test consistency of prediction functions with DMatrix and RDD (#1518) 
* test consistency of prediction functions between DMatrix and RDD

* fix the failed test cases
 2016-08-28 20:27:03 -04:00
Nan Zhu
d7f79255ec improve test of save/load model (#1515) 2016-08-27 17:16:22 -04:00
Nan Zhu
bd5b07873e [jvm-packages] create dmatrix with specified missing value (#1272) 
* create dmatrix with specified missing value

* update dmlc-core

* support for predict method in spark package

repartitioning

work around

* add more elements to work around training set empty partition issue
 2016-06-21 17:35:17 -04:00
Nan Zhu
c85b9012c6 [jvm-packages] xgboost4j-spark external memory (#1219) 
* implement external memory support for XGBoost4J

* remove extra space

* enable external memory for prediction

* update doc
 2016-05-22 14:01:28 -04:00
CodingCat
d8535313eb allow empty partitions 2016-03-23 12:30:06 -04:00
CodingCat
55ab1c6a22 adjust numWorkers for test 2016-03-18 10:34:36 -04:00
CodingCat
f2ef958ebb support kryo serialization 2016-03-13 11:55:14 -04:00
CodingCat
16b9e92328 force the user to set number of workers 2016-03-12 13:33:57 -05:00
CodingCat
43d7a85bc9 change the API name since we support not only HDFS and local file system 2016-03-11 10:05:32 -05:00
CodingCat
d47df5c1d8 allow the user to specify the worker number and avoid unnecessary shuffle 2016-03-10 06:58:30 -05:00
CodingCat
e0a3f1c000 nthread no larger than spark.task.cpus 2016-03-10 05:51:07 -05:00
CodingCat
909c6af330 add test resources manually 2016-03-08 18:43:30 -05:00
CodingCat
fa03aaeb63 revise current API 2016-03-08 17:18:55 -05:00
CodingCat
6499422e90 fix the merge 2016-03-06 15:22:05 -05:00
CodingCat
130ca7b00c test case for XGBoostSpark 2016-03-05 19:41:26 -05:00
CodingCat
f0647ec76d test resources 2016-03-05 18:18:07 -05:00
CodingCat
5c1af13f84 distributed in RDD 2016-03-05 17:50:40 -05:00