// Path: src/main/java/org/elasticsearch/ml/modelinput/VectorModelInput.java
// public abstract class VectorModelInput implements ModelInput  {
// 
//     public abstract int getSize();
// 
//     public abstract double getValue(int i);
// 
//     public abstract int getIndex(int i);
// 
// }


import java.util.Map;
import org.elasticsearch.ml.modelinput.VectorModelInput;
import java.util.HashMap;
/*
 * Licensed to Elasticsearch under one or more contributor
 * license agreements. See the NOTICE file distributed with
 * this work for additional information regarding copyright
 * ownership. Elasticsearch 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.elasticsearch.ml.models;



public class EsLinearSVMModel extends EsRegressionModelEvaluator {

    public EsLinearSVMModel(double[] coefficients,
                            double intercept, String[] classes) {
        super(coefficients, intercept, classes);
    }

    protected Map<String, Object> prepareResult(double val) {
        String classValue = val > 0 ? classes[0] : classes[1];
        Map<String, Object> result = new HashMap<>();
        result.put("class", classValue);
        return result;
    }

    @Override
// Path: src/main/java/org/elasticsearch/ml/modelinput/VectorModelInput.java
// public abstract class VectorModelInput implements ModelInput  {
// 
//     public abstract int getSize();
// 
//     public abstract double getValue(int i);
// 
//     public abstract int getIndex(int i);
// 
// }


// Path: src/main/java/org/elasticsearch/ml/models/EsLinearSVMModel.java
import java.util.Map;
import org.elasticsearch.ml.modelinput.VectorModelInput;
import java.util.HashMap;

/*
 * Licensed to Elasticsearch under one or more contributor
 * license agreements. See the NOTICE file distributed with
 * this work for additional information regarding copyright
 * ownership. Elasticsearch 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.elasticsearch.ml.models;



public class EsLinearSVMModel extends EsRegressionModelEvaluator {

    public EsLinearSVMModel(double[] coefficients,
                            double intercept, String[] classes) {
        super(coefficients, intercept, classes);
    }

    protected Map<String, Object> prepareResult(double val) {
        String classValue = val > 0 ? classes[0] : classes[1];
        Map<String, Object> result = new HashMap<>();
        result.put("class", classValue);
        return result;
    }

    @Override
    public Map<String, Object> evaluateDebug(VectorModelInput modelInput) {