Example usage for weka.core Capabilities disableAll

Introduction

In this page you can find the example usage for weka.core Capabilities disableAll.

Prototype

public void disableAll() 

Source Link

Document

disables all attribute and class types (including dependencies)

Usage

From source file:PrincipalComponents.java

License:Open Source License

/**
 * Returns the capabilities of this evaluator.
 *
 * @return the capabilities of this evaluator
 * @see Capabilities//from w ww .  j a v  a  2  s  .co  m
 */
@Override
public Capabilities getCapabilities() {
    Capabilities result = super.getCapabilities();
    result.disableAll();

    // attributes
    result.enable(Capability.NOMINAL_ATTRIBUTES);
    result.enable(Capability.NUMERIC_ATTRIBUTES);
    result.enable(Capability.DATE_ATTRIBUTES);
    result.enable(Capability.MISSING_VALUES);

    // class
    result.enable(Capability.NOMINAL_CLASS);
    result.enable(Capability.UNARY_CLASS);
    result.enable(Capability.NUMERIC_CLASS);
    result.enable(Capability.DATE_CLASS);
    result.enable(Capability.MISSING_CLASS_VALUES);
    result.enable(Capability.NO_CLASS);

    return result;
}

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From source file:REPTree.java

License:Open Source License

/**
 * Returns default capabilities of the classifier.
 *
 * @return      the capabilities of this classifier
 */// w  w w . j  ava  2s.  co  m
public Capabilities getCapabilities() {
    Capabilities result = super.getCapabilities();
    result.disableAll();

    // attributes
    result.enable(Capability.NOMINAL_ATTRIBUTES);
    result.enable(Capability.NUMERIC_ATTRIBUTES);
    result.enable(Capability.DATE_ATTRIBUTES);
    result.enable(Capability.MISSING_VALUES);

    // class
    result.enable(Capability.NOMINAL_CLASS);
    result.enable(Capability.NUMERIC_CLASS);
    result.enable(Capability.DATE_CLASS);
    result.enable(Capability.MISSING_CLASS_VALUES);

    return result;
}

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From source file:GainRatioAttributeEval1.java

License:Open Source License

/**
 * Returns the capabilities of this evaluator.
 *
 * @return            the capabilities of this evaluator
 * @see               Capabilities//from   w w  w  .  ja  v  a 2s .  c  o  m
 */
public Capabilities getCapabilities() {
    Capabilities result = super.getCapabilities();
    result.disableAll();

    // attributes
    result.enable(Capability.NOMINAL_ATTRIBUTES);
    result.enable(Capability.NUMERIC_ATTRIBUTES);
    result.enable(Capability.DATE_ATTRIBUTES);
    result.enable(Capability.MISSING_VALUES);

    // class
    result.enable(Capability.NOMINAL_CLASS);
    result.enable(Capability.MISSING_CLASS_VALUES);

    return result;
}

---

From source file:WrapperSubset.java

License:Open Source License

/**
 * Returns the capabilities of this evaluator.
 *
 * @return the capabilities of this evaluator
 * @see Capabilities//from w w w  . j a v a 2 s . c o m
 */
@Override
public Capabilities getCapabilities() {
    Capabilities result;

    if (getClassifier() == null) {
        result = super.getCapabilities();
        result.disableAll();
    } else {
        result = getClassifier().getCapabilities();
    }

    // set dependencies
    for (Capability cap : Capability.values()) {
        result.enableDependency(cap);
    }

    // adjustment for class based on selected evaluation metric
    result.disable(Capability.NUMERIC_CLASS);
    result.disable(Capability.DATE_CLASS);
    if (m_evaluationMeasure != EVAL_ACCURACY && m_evaluationMeasure != EVAL_FMEASURE
            && m_evaluationMeasure != EVAL_AUC && m_evaluationMeasure != EVAL_AUPRC) {
        result.enable(Capability.NUMERIC_CLASS);
        result.enable(Capability.DATE_CLASS);
    }

    result.setMinimumNumberInstances(getFolds());

    return result;
}

---

From source file:ID3Chi.java

License:Open Source License

/**
 * Returns default capabilities of the classifier.
 *
 * @return the capabilities of this classifier
 *///from  w  ww.  j  a va 2s.c o m
public Capabilities getCapabilities() {
    Capabilities result = super.getCapabilities();
    result.disableAll();

    // attributes
    result.enable(Capability.NOMINAL_ATTRIBUTES);

    // Use proportional distribution and token classification approach from
    // ID3 paper
    result.enable(Capability.MISSING_VALUES);

    // class
    result.enable(Capability.NOMINAL_CLASS);

    // don't allow missing class values
    //result.enable(Capability.MISSING_CLASS_VALUES);

    // instances
    result.setMinimumNumberInstances(0);

    return result;
}

---

From source file:HierarchicalClusterer.java

License:Open Source License

@Override
public Capabilities getCapabilities() {
    Capabilities result = new Capabilities(this);
    result.disableAll();
    result.enable(Capability.NO_CLASS);// w ww  .j  ava2s.  c  o m

    // attributes
    result.enable(Capability.NOMINAL_ATTRIBUTES);
    result.enable(Capability.NUMERIC_ATTRIBUTES);
    result.enable(Capability.DATE_ATTRIBUTES);
    result.enable(Capability.MISSING_VALUES);
    result.enable(Capability.STRING_ATTRIBUTES);

    // other
    result.setMinimumNumberInstances(0);
    return result;
}

---

From source file:adaptedClusteringAlgorithms.MyFarthestFirst.java

License:Open Source License

/**
 * Returns default capabilities of the clusterer.
 *
 * @return      the capabilities of this clusterer
 *//*from w  w  w  . ja  va  2s  .  c o  m*/
public Capabilities getCapabilities() {
    Capabilities result = super.getCapabilities();
    result.disableAll();
    result.enable(Capability.NO_CLASS);

    // attributes
    result.enable(Capability.NOMINAL_ATTRIBUTES);
    result.enable(Capability.NUMERIC_ATTRIBUTES);
    result.enable(Capability.DATE_ATTRIBUTES);
    result.enable(Capability.MISSING_VALUES);

    return result;
}

---

From source file:adaptedClusteringAlgorithms.MySimpleKMeans.java

License:Open Source License

/**
 * Returns default capabilities of the clusterer.
 * /*  w  w  w.j  a v  a  2  s.co  m*/
 * @return the capabilities of this clusterer
 */
@Override
public Capabilities getCapabilities() {
    Capabilities result = super.getCapabilities();
    result.disableAll();
    result.enable(Capability.NO_CLASS);

    // attributes
    result.enable(Capability.NOMINAL_ATTRIBUTES);
    result.enable(Capability.NUMERIC_ATTRIBUTES);
    result.enable(Capability.MISSING_VALUES);

    return result;
}

---

From source file:ann.MyANN.java

/**
 * Mengembalikan default capability dari ANN
 * @return ANN's capability/*from w  ww. j a  v a2  s.  co  m*/
 */
@Override
public Capabilities getCapabilities() {
    Capabilities result = super.getCapabilities();
    result.disableAll();

    //attributes
    result.enable(Capability.NOMINAL_ATTRIBUTES);
    result.enable(Capability.NUMERIC_ATTRIBUTES);
    result.enable(Capability.DATE_ATTRIBUTES);
    result.enable(Capability.MISSING_VALUES);

    //class
    result.enable(Capability.NOMINAL_CLASS);
    result.enable(Capability.NUMERIC_CLASS);
    result.enable(Capability.DATE_CLASS);
    result.enable(Capability.MISSING_CLASS_VALUES);

    return result;
}

---

From source file:ann.SingleLayerPerceptron.java

@Override
public Capabilities getCapabilities() {
    Capabilities result = super.getCapabilities();
    result.disableAll();

    // attributes
    result.enable(Capabilities.Capability.NOMINAL_ATTRIBUTES);
    result.enable(Capabilities.Capability.NUMERIC_ATTRIBUTES);

    // class//from   w  ww  .j  a v  a 2s  .  c o m
    result.enable(Capabilities.Capability.NOMINAL_CLASS);
    result.enable(Capabilities.Capability.MISSING_CLASS_VALUES);

    // instances
    result.setMinimumNumberInstances(0);

    return result;
}

---

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