Example usage for org.apache.mahout.classifier.sgd AdaptiveLogisticRegression AdaptiveLogisticRegression

Introduction

In this page you can find the example usage for org.apache.mahout.classifier.sgd AdaptiveLogisticRegression AdaptiveLogisticRegression.

Prototype

public AdaptiveLogisticRegression() 

Source Link

Usage

From source file:com.ml.ira.algos.AdaptiveLogisticModelParameters.java

License:Apache License

@Override
public void readFields(DataInput in) throws IOException {
    setTargetVariable(in.readUTF());// w  ww  . j a v  a  2  s.  c  o  m
    int typeMapSize = in.readInt();
    Map<String, String> typeMap = new HashMap<String, String>(typeMapSize);
    for (int i = 0; i < typeMapSize; i++) {
        String key = in.readUTF();
        String value = in.readUTF();
        typeMap.put(key, value);
    }
    setTypeMap(typeMap);

    setNumFeatures(in.readInt());
    setMaxTargetCategories(in.readInt());
    int targetCategoriesSize = in.readInt();
    List<String> targetCategories = Lists.newArrayListWithCapacity(targetCategoriesSize);
    for (int i = 0; i < targetCategoriesSize; i++) {
        targetCategories.add(in.readUTF());
    }
    setTargetCategories(targetCategories);

    interval = in.readInt();
    averageWindow = in.readInt();
    threads = in.readInt();
    prior = in.readUTF();
    priorOption = in.readDouble();
    auc = in.readUTF();

    alr = new AdaptiveLogisticRegression();
    alr.readFields(in);
}

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