Repository: ignite
Updated Branches:
  refs/heads/master 29d56aede -> 318ffe50f


http://git-wip-us.apache.org/repos/asf/ignite/blob/318ffe50/modules/ml/src/test/java/org/apache/ignite/ml/svm/binary/LocalLinearSVMBinaryClassificationTrainerTest.java
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diff --git 
a/modules/ml/src/test/java/org/apache/ignite/ml/svm/binary/LocalLinearSVMBinaryClassificationTrainerTest.java
 
b/modules/ml/src/test/java/org/apache/ignite/ml/svm/binary/LocalLinearSVMBinaryClassificationTrainerTest.java
deleted file mode 100644
index a9cb54c..0000000
--- 
a/modules/ml/src/test/java/org/apache/ignite/ml/svm/binary/LocalLinearSVMBinaryClassificationTrainerTest.java
+++ /dev/null
@@ -1,38 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one or more
- * contributor license agreements.  See the NOTICE file distributed with
- * this work for additional information regarding copyright ownership.
- * The ASF licenses this file to You under the Apache License, Version 2.0
- * (the "License"); you may not use this file except in compliance with
- * the License.  You may obtain a copy of the License at
- *
- *      http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.ignite.ml.svm.binary;
-
-import org.apache.ignite.ml.math.impls.matrix.DenseLocalOnHeapMatrix;
-import org.apache.ignite.ml.regressions.linear.LinearRegressionSGDTrainer;
-import org.apache.ignite.ml.svm.SVMLinearBinaryClassificationTrainer;
-
-/**
- * Tests for {@link LinearRegressionSGDTrainer} on {@link 
DenseLocalOnHeapMatrix}.
- */
-public class LocalLinearSVMBinaryClassificationTrainerTest extends 
GenericLinearSVMBinaryClassificationTrainerTest {
-    /** */
-    public LocalLinearSVMBinaryClassificationTrainerTest() {
-        super(
-            new SVMLinearBinaryClassificationTrainer()
-                .withLambda(0.2)
-                .withAmountOfIterations(10)
-                .withAmountOfLocIterations(20),
-            false,
-            1e-2);
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/318ffe50/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/DistributedLinearSVMMultiClassClassificationTrainerTest.java
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diff --git 
a/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/DistributedLinearSVMMultiClassClassificationTrainerTest.java
 
b/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/DistributedLinearSVMMultiClassClassificationTrainerTest.java
deleted file mode 100644
index 6806e0b..0000000
--- 
a/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/DistributedLinearSVMMultiClassClassificationTrainerTest.java
+++ /dev/null
@@ -1,35 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one or more
- * contributor license agreements.  See the NOTICE file distributed with
- * this work for additional information regarding copyright ownership.
- * The ASF licenses this file to You under the Apache License, Version 2.0
- * (the "License"); you may not use this file except in compliance with
- * the License.  You may obtain a copy of the License at
- *
- *      http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.ignite.ml.svm.multi;
-
-import org.apache.ignite.ml.math.impls.matrix.DenseLocalOnHeapMatrix;
-import org.apache.ignite.ml.regressions.linear.LinearRegressionSGDTrainer;
-import org.apache.ignite.ml.svm.SVMLinearMultiClassClassificationTrainer;
-
-/**
- * Tests for {@link LinearRegressionSGDTrainer} on {@link 
DenseLocalOnHeapMatrix}.
- */
-public class DistributedLinearSVMMultiClassClassificationTrainerTest extends 
GenericLinearSVMMultiClassClassificationTrainerTest {
-    /** */
-    public DistributedLinearSVMMultiClassClassificationTrainerTest() {
-        super(
-            new SVMLinearMultiClassClassificationTrainer(),
-            true,
-            1e-2);
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/318ffe50/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/GenericLinearSVMMultiClassClassificationTrainerTest.java
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diff --git 
a/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/GenericLinearSVMMultiClassClassificationTrainerTest.java
 
b/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/GenericLinearSVMMultiClassClassificationTrainerTest.java
deleted file mode 100644
index 8c6083d..0000000
--- 
a/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/GenericLinearSVMMultiClassClassificationTrainerTest.java
+++ /dev/null
@@ -1,76 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one or more
- * contributor license agreements.  See the NOTICE file distributed with
- * this work for additional information regarding copyright ownership.
- * The ASF licenses this file to You under the Apache License, Version 2.0
- * (the "License"); you may not use this file except in compliance with
- * the License.  You may obtain a copy of the License at
- *
- *      http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.ignite.ml.svm.multi;
-
-import org.apache.ignite.internal.util.IgniteUtils;
-import org.apache.ignite.ml.TestUtils;
-import org.apache.ignite.ml.Trainer;
-import org.apache.ignite.ml.math.impls.vector.DenseLocalOnHeapVector;
-import org.apache.ignite.ml.structures.LabeledDataset;
-import org.apache.ignite.ml.svm.BaseSVMTest;
-import org.apache.ignite.ml.svm.SVMLinearMultiClassClassificationModel;
-import org.junit.Test;
-
-/**
- * Base class for all linear regression trainers.
- */
-public class GenericLinearSVMMultiClassClassificationTrainerTest extends 
BaseSVMTest {
-    /** */
-    private final Trainer<SVMLinearMultiClassClassificationModel, 
LabeledDataset> trainer;
-
-    /** */
-    private boolean isDistributed;
-
-    /** */
-    private final double precision;
-
-    /** */
-    GenericLinearSVMMultiClassClassificationTrainerTest(
-        Trainer<SVMLinearMultiClassClassificationModel, LabeledDataset> 
trainer,
-        boolean isDistributed,
-        double precision) {
-        super();
-        this.trainer = trainer;
-        this.precision = precision;
-        this.isDistributed = isDistributed;
-    }
-
-    /**
-     * Test trainer on classification model y = x.
-     */
-    @Test
-    public void testTrainWithTheLinearlySeparableCase() {
-        if (isDistributed)
-            
IgniteUtils.setCurrentIgniteName(ignite.configuration().getIgniteInstanceName());
-        double[][] mtx =
-            new double[][] {
-                {-10.0, 12.0},
-                {-5.0, 14.0},
-                {-3.0, 18.0},
-                {13.0, -1.0},
-                {10.0, -2.0},
-                {15.0, -3.0}};
-        double[] lbs = new double[] {1.0, 1.0, 1.0, 2.0, 2.0, 2.0};
-        LabeledDataset dataset = new LabeledDataset(mtx, lbs, null, 
isDistributed);
-
-
-        SVMLinearMultiClassClassificationModel mdl = trainer.train(dataset);
-        TestUtils.assertEquals(1.0, mdl.apply(new DenseLocalOnHeapVector(new 
double[] {-2.0, 15})), precision);
-        TestUtils.assertEquals(2.0, mdl.apply(new DenseLocalOnHeapVector(new 
double[] {12, -5})), precision);
-    }
-}

http://git-wip-us.apache.org/repos/asf/ignite/blob/318ffe50/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/LocalLinearSVMMultiClassClassificationTrainerTest.java
----------------------------------------------------------------------
diff --git 
a/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/LocalLinearSVMMultiClassClassificationTrainerTest.java
 
b/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/LocalLinearSVMMultiClassClassificationTrainerTest.java
deleted file mode 100644
index a239c95..0000000
--- 
a/modules/ml/src/test/java/org/apache/ignite/ml/svm/multi/LocalLinearSVMMultiClassClassificationTrainerTest.java
+++ /dev/null
@@ -1,38 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one or more
- * contributor license agreements.  See the NOTICE file distributed with
- * this work for additional information regarding copyright ownership.
- * The ASF licenses this file to You under the Apache License, Version 2.0
- * (the "License"); you may not use this file except in compliance with
- * the License.  You may obtain a copy of the License at
- *
- *      http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package org.apache.ignite.ml.svm.multi;
-
-import org.apache.ignite.ml.math.impls.matrix.DenseLocalOnHeapMatrix;
-import org.apache.ignite.ml.regressions.linear.LinearRegressionSGDTrainer;
-import org.apache.ignite.ml.svm.SVMLinearMultiClassClassificationTrainer;
-
-/**
- * Tests for {@link LinearRegressionSGDTrainer} on {@link 
DenseLocalOnHeapMatrix}.
- */
-public class LocalLinearSVMMultiClassClassificationTrainerTest extends 
GenericLinearSVMMultiClassClassificationTrainerTest {
-    /** */
-    public LocalLinearSVMMultiClassClassificationTrainerTest() {
-        super(
-            new SVMLinearMultiClassClassificationTrainer()
-                .withLambda(0.2)
-                .withAmountOfIterations(10)
-                .withAmountOfLocIterations(20),
-            false,
-            1e-2);
-    }
-}

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