[jvm-packages] support spark 2.4 and compatibility test with previous xgboost version (#4377)
* bump spark version * keep float.nan * handle brokenly changed name/value * add test * add model files * add model files * update doc
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@@ -61,9 +61,9 @@ and then refer to the snapshot dependency by adding:
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<version>next_version_num-SNAPSHOT</version>
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</dependency>
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.. note:: XGBoost4J-Spark requires Apache Spark 2.3+
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.. note:: XGBoost4J-Spark requires Apache Spark 2.4+
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XGBoost4J-Spark now requires **Apache Spark 2.3+**. Latest versions of XGBoost4J-Spark uses facilities of `org.apache.spark.ml.param.shared` extensively to provide for a tight integration with Spark MLLIB framework, and these facilities are not fully available on earlier versions of Spark.
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XGBoost4J-Spark now requires **Apache Spark 2.4+**. Latest versions of XGBoost4J-Spark uses facilities of `org.apache.spark.ml.param.shared` extensively to provide for a tight integration with Spark MLLIB framework, and these facilities are not fully available on earlier versions of Spark.
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Also, make sure to install Spark directly from `Apache website <https://spark.apache.org/>`_. **Upstream XGBoost is not guaranteed to work with third-party distributions of Spark, such as Cloudera Spark.** Consult appropriate third parties to obtain their distribution of XGBoost.
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