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@@ -7,14 +7,12 @@ import ml.dmlc.xgboost4j.scala.spark.XGBoostClassifier;
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import org.apache.commons.lang.math.NumberUtils;
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import org.apache.spark.api.java.JavaRDD;
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import org.apache.spark.api.java.JavaSparkContext;
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-import org.apache.spark.ml.feature.VectorAssembler;
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-import org.apache.spark.mllib.linalg.SparseVector;
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-import org.apache.spark.mllib.linalg.VectorUDT;
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+import org.apache.spark.ml.linalg.SparseVector;
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+import org.apache.spark.ml.linalg.VectorUDT;
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import org.apache.spark.sql.Dataset;
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import org.apache.spark.sql.Row;
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import org.apache.spark.sql.RowFactory;
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import org.apache.spark.sql.SparkSession;
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-import org.apache.spark.sql.types.ArrayType;
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import org.apache.spark.sql.types.DataTypes;
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import org.apache.spark.sql.types.StructField;
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import org.apache.spark.sql.types.StructType;
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