rename files/packages
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@@ -13,17 +13,19 @@
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package org.dmlc.xgboost4j.demo;
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import org.dmlc.xgboost4j.*;
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import org.dmlc.xgboost4j.demo.util.DataLoader;
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package ml.dmlc.xgboost4j.demo;
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import java.io.File;
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import java.io.IOException;
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import java.io.UnsupportedEncodingException;
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import java.util.Arrays;
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import java.util.HashMap;
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import ml.dmlc.xgboost4j.Booster;
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import ml.dmlc.xgboost4j.DMatrix;
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import ml.dmlc.xgboost4j.XGBoost;
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import ml.dmlc.xgboost4j.XGBoostError;
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import ml.dmlc.xgboost4j.demo.util.DataLoader;
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/**
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* a simple example of java wrapper for xgboost
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*
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@@ -13,12 +13,15 @@
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package org.dmlc.xgboost4j.demo;
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import org.dmlc.xgboost4j.*;
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package ml.dmlc.xgboost4j.demo;
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import java.util.HashMap;
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import ml.dmlc.xgboost4j.Booster;
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import ml.dmlc.xgboost4j.DMatrix;
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import ml.dmlc.xgboost4j.XGBoost;
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import ml.dmlc.xgboost4j.XGBoostError;
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/**
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* example for start from a initial base prediction
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*
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@@ -13,15 +13,15 @@
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package org.dmlc.xgboost4j.demo;
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import org.dmlc.xgboost4j.DMatrix;
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import org.dmlc.xgboost4j.XGBoost;
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import org.dmlc.xgboost4j.XGBoostError;
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package ml.dmlc.xgboost4j.demo;
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import java.io.IOException;
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import java.util.HashMap;
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import ml.dmlc.xgboost4j.DMatrix;
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import ml.dmlc.xgboost4j.XGBoost;
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import ml.dmlc.xgboost4j.XGBoostError;
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/**
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* an example of cross validation
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*
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@@ -13,16 +13,16 @@
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package org.dmlc.xgboost4j.demo;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.dmlc.xgboost4j.*;
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package ml.dmlc.xgboost4j.demo;
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import java.util.ArrayList;
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import java.util.HashMap;
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import java.util.List;
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import ml.dmlc.xgboost4j.*;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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/**
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* an example user define objective and eval
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* NOTE: when you do customized loss function, the default prediction value is margin
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@@ -64,7 +64,7 @@ public class CustomObjective {
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}
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@Override
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public List<float[]> getGradient(float[][] predicts, org.dmlc.xgboost4j.DMatrix dtrain) {
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public List<float[]> getGradient(float[][] predicts, DMatrix dtrain) {
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int nrow = predicts.length;
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List<float[]> gradients = new ArrayList<float[]>();
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float[] labels;
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@@ -114,7 +114,7 @@ public class CustomObjective {
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}
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@Override
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public float eval(float[][] predicts, org.dmlc.xgboost4j.DMatrix dmat) {
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public float eval(float[][] predicts, DMatrix dmat) {
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float error = 0f;
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float[] labels;
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try {
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@@ -138,11 +138,9 @@ public class CustomObjective {
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public static void main(String[] args) throws XGBoostError {
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//load train mat (svmlight format)
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org.dmlc.xgboost4j.DMatrix trainMat =
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new org.dmlc.xgboost4j.DMatrix("../../demo/data/agaricus.txt.train");
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DMatrix trainMat = new DMatrix("../../demo/data/agaricus.txt.train");
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//load valid mat (svmlight format)
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org.dmlc.xgboost4j.DMatrix testMat =
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new org.dmlc.xgboost4j.DMatrix("../../demo/data/agaricus.txt.test");
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DMatrix testMat = new DMatrix("../../demo/data/agaricus.txt.test");
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HashMap<String, Object> params = new HashMap<String, Object>();
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params.put("eta", 1.0);
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@@ -154,8 +152,7 @@ public class CustomObjective {
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int round = 2;
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//specify watchList
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HashMap<String, org.dmlc.xgboost4j.DMatrix> watches =
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new HashMap<String, org.dmlc.xgboost4j.DMatrix>();
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HashMap<String, DMatrix> watches = new HashMap<String, DMatrix>();
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watches.put("train", trainMat);
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watches.put("test", testMat);
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@@ -13,12 +13,15 @@
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package org.dmlc.xgboost4j.demo;
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import org.dmlc.xgboost4j.*;
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package ml.dmlc.xgboost4j.demo;
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import java.util.HashMap;
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import ml.dmlc.xgboost4j.Booster;
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import ml.dmlc.xgboost4j.DMatrix;
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import ml.dmlc.xgboost4j.XGBoost;
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import ml.dmlc.xgboost4j.XGBoostError;
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/**
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* simple example for using external memory version
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*
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@@ -13,10 +13,13 @@
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package org.dmlc.xgboost4j.demo;
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package ml.dmlc.xgboost4j.demo;
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import org.dmlc.xgboost4j.*;
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import org.dmlc.xgboost4j.demo.util.CustomEval;
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import ml.dmlc.xgboost4j.Booster;
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import ml.dmlc.xgboost4j.DMatrix;
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import ml.dmlc.xgboost4j.XGBoost;
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import ml.dmlc.xgboost4j.XGBoostError;
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import ml.dmlc.xgboost4j.demo.util.CustomEval;
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import java.util.HashMap;
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@@ -13,13 +13,16 @@
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package org.dmlc.xgboost4j.demo;
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import org.dmlc.xgboost4j.*;
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import org.dmlc.xgboost4j.demo.util.CustomEval;
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package ml.dmlc.xgboost4j.demo;
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import java.util.HashMap;
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import ml.dmlc.xgboost4j.Booster;
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import ml.dmlc.xgboost4j.DMatrix;
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import ml.dmlc.xgboost4j.XGBoost;
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import ml.dmlc.xgboost4j.XGBoostError;
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import ml.dmlc.xgboost4j.demo.util.CustomEval;
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/**
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* predict first ntree
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*
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@@ -13,13 +13,16 @@
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package org.dmlc.xgboost4j.demo;
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import org.dmlc.xgboost4j.*;
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package ml.dmlc.xgboost4j.demo;
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import java.util.Arrays;
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import java.util.HashMap;
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import ml.dmlc.xgboost4j.Booster;
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import ml.dmlc.xgboost4j.DMatrix;
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import ml.dmlc.xgboost4j.XGBoost;
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import ml.dmlc.xgboost4j.XGBoostError;
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/**
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* predict leaf indices
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*
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@@ -13,13 +13,13 @@
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package org.dmlc.xgboost4j.demo.util;
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package ml.dmlc.xgboost4j.demo.util;
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import org.apache.commons.logging.Log;
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import org.apache.commons.logging.LogFactory;
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import org.dmlc.xgboost4j.DMatrix;
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import org.dmlc.xgboost4j.IEvaluation;
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import org.dmlc.xgboost4j.XGBoostError;
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import ml.dmlc.xgboost4j.DMatrix;
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import ml.dmlc.xgboost4j.IEvaluation;
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import ml.dmlc.xgboost4j.XGBoostError;
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/**
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* a util evaluation class for examples
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@@ -13,7 +13,7 @@
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package org.dmlc.xgboost4j.demo.util;
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package ml.dmlc.xgboost4j.demo.util;
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import org.apache.commons.lang3.ArrayUtils;
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