Serialized Form (JCP API)

Package se.hb.jcp.bindings.jliblinear
- Class se.hb.jcp.bindings.jliblinear.LinearClassifier extends ClassifierBase implements Serializable
  - Serialization Methods
    - readObject
      
      private void readObject(java.io.ObjectInputStream ois) throws java.lang.ClassNotFoundException, java.io.IOException
      
      Throws:
      
      java.lang.ClassNotFoundException
      
      java.io.IOException
    - writeObject
      
      private void writeObject(java.io.ObjectOutputStream oos) throws java.io.IOException
      
      Throws:
      
      java.io.IOException
  - Serialized Fields
    - _jsonParameters
      
      org.json.JSONObject _jsonParameters
    - _model
      
      de.bwaldvogel.liblinear.Model _model
    - _switchProbabilities
      
      boolean _switchProbabilities
- Class se.hb.jcp.bindings.jliblinear.SparseDoubleMatrix1D extends cern.colt.matrix.DoubleMatrix1D implements Serializable
  - Serialized Fields
    - _nodes
      
      de.bwaldvogel.liblinear.Feature[] _nodes
      
      Internal array of Feature nodes as the Java implementation of liblinear expects. NOTE: Internal Feature indices MUST start from 1.
- Class se.hb.jcp.bindings.jliblinear.SparseDoubleMatrix2D extends cern.colt.matrix.DoubleMatrix2D implements Serializable
  - Serialized Fields
    - _rows
      
      de.bwaldvogel.liblinear.Feature[][] _rows
      
      Internal array of array of Feature nodes as the Java implementation of liblinear expects. NOTE: Internal Feature indices MUST start from 1.
    - _rowViews
      
      SparseDoubleMatrix1D[] _rowViews
      
      SparseDoubleMatrix1D views of rows in this matrix. These are created and stored on demand.
Package se.hb.jcp.bindings.jlibsvm
- Class se.hb.jcp.bindings.jlibsvm.SparseDoubleMatrix1D extends cern.colt.matrix.DoubleMatrix1D implements Serializable
  - Serialized Fields
    - _nodes
      
      libsvm.svm_node[] _nodes
      
      Internal array of svm_nodes nodes as the Java version of libsvm expects.
- Class se.hb.jcp.bindings.jlibsvm.SparseDoubleMatrix2D extends cern.colt.matrix.DoubleMatrix2D implements Serializable
  - Serialized Fields
    - _rows
      
      libsvm.svm_node[][] _rows
      
      Internal array of array of svm_node nodes as the Java version of libsvm expects.
    - _rowViews
      
      SparseDoubleMatrix1D[] _rowViews
      
      SparseDoubleMatrix1D views of rows in this matrix. These are created and stored on demand.
- Class se.hb.jcp.bindings.jlibsvm.SVMClassifier extends ClassifierBase implements Serializable
  - Serialization Methods
    - readObject
      
      private void readObject(java.io.ObjectInputStream ois) throws java.lang.ClassNotFoundException, java.io.IOException
      
      Throws:
      
      java.lang.ClassNotFoundException
      
      java.io.IOException
    - writeObject
      
      private void writeObject(java.io.ObjectOutputStream oos) throws java.io.IOException
      
      Throws:
      
      java.io.IOException
  - Serialized Fields
    - _cachedBW
      
      java.util.concurrent.atomic.AtomicReference<se.hb.jcp.bindings.jlibsvm.SVMClassifier.ImmutableEntry> _cachedBW
    - _model
      
      libsvm.svm_model _model
    - _parameters
      
      libsvm.svm_parameter _parameters
    - _switchProbabilities
      
      boolean _switchProbabilities
Package se.hb.jcp.bindings.libsvm
- Class se.hb.jcp.bindings.libsvm.SparseDoubleMatrix1D extends cern.colt.matrix.DoubleMatrix1D implements Serializable
  - Serialization Methods
    - readObject
      
      private void readObject(java.io.ObjectInputStream ois) throws java.lang.ClassNotFoundException, java.io.IOException
      
      Throws:
      
      java.lang.ClassNotFoundException
      
      java.io.IOException
    - writeObject
      
      private void writeObject(java.io.ObjectOutputStream oos) throws java.io.IOException
      
      Throws:
      
      java.io.IOException
  - Serialized Fields
    - Cptr
      
      long Cptr
      
      C-side pointer to a pointer to an array of svm_nodes storing the matrix contents.
    - parent
      
      SparseDoubleMatrix2D parent
      
      To protect the parent's data from reclamation for SparseDoubleMatrix2D row views.
- Class se.hb.jcp.bindings.libsvm.SparseDoubleMatrix2D extends cern.colt.matrix.DoubleMatrix2D implements Serializable
  - Serialization Methods
    - readObject
      
      private void readObject(java.io.ObjectInputStream ois) throws java.lang.ClassNotFoundException, java.io.IOException
      
      Throws:
      
      java.lang.ClassNotFoundException
      
      java.io.IOException
    - writeObject
      
      private void writeObject(java.io.ObjectOutputStream oos) throws java.io.IOException
      
      Throws:
      
      java.io.IOException
  - Serialized Fields
    - Cptr
      
      long Cptr
      
      C-side pointer to an array of svm_node arrays storing the matrix contents.
    - rowViews
      
      SparseDoubleMatrix1D[] rowViews
      
      SparseDoubleMatrix1D views of rows in this matrix. These are created and stored on demand.
- Class se.hb.jcp.bindings.libsvm.svm_model extends java.lang.Object implements Serializable
  - Serialization Methods
    - readObject
      
      private void readObject(java.io.ObjectInputStream ois) throws java.lang.ClassNotFoundException, java.io.IOException
      
      Throws:
      
      java.lang.ClassNotFoundException
      
      java.io.IOException
    - writeObject
      
      private void writeObject(java.io.ObjectOutputStream oos) throws java.io.IOException
      
      Throws:
      
      java.io.IOException
  - Serialized Fields
    - Cptr
      
      long Cptr
- Class se.hb.jcp.bindings.libsvm.svm_node extends java.lang.Object implements Serializable
  - Serialized Fields
    - index
      
      int index
    - value
      
      double value
- Class se.hb.jcp.bindings.libsvm.svm_parameter extends java.lang.Object implements Serializable
  - Serialized Fields
    - C
      
      double C
    - cache_size
      
      double cache_size
    - coef0
      
      double coef0
    - degree
      
      int degree
    - eps
      
      double eps
    - gamma
      
      double gamma
    - kernel_type
      
      int kernel_type
    - nr_weight
      
      int nr_weight
    - nu
      
      double nu
    - p
      
      double p
    - probability
      
      int probability
    - shrinking
      
      int shrinking
    - svm_type
      
      int svm_type
    - weight
      
      double[] weight
    - weight_label
      
      int[] weight_label
- Class se.hb.jcp.bindings.libsvm.SVMClassifier extends ClassifierBase implements Serializable
  - Serialized Fields
    - _model
      
      svm_model _model
    - _parameters
      
      svm_parameter _parameters
Package se.hb.jcp.bindings.opencv
- Class se.hb.jcp.bindings.opencv.DenseDoubleMatrix1D extends cern.colt.matrix.DoubleMatrix1D implements Serializable
  - Serialized Fields
    - _mat
      
      org.opencv.core.MatOfFloat _mat
      
      Inner OpenCV MatOfFloat. NOTE: Apparently the OpenCV SVM implementation only accepts float.
- Class se.hb.jcp.bindings.opencv.DenseDoubleMatrix2D extends cern.colt.matrix.DoubleMatrix2D implements Serializable
  - Serialized Fields
    - _mat
      
      org.opencv.core.MatOfFloat _mat
      
      Inner OpenCV MatOfFloat. NOTE: Apparently the OpenCV SVM implementation only accepts float.
- Class se.hb.jcp.bindings.opencv.ExtremelyRandomizedTreesClassifier extends se.hb.jcp.bindings.opencv.ClassifierBase implements Serializable
  - Serialized Fields
    - _model
      
      org.opencv.ml.CvERTrees _model
- Class se.hb.jcp.bindings.opencv.RandomForestClassifier extends se.hb.jcp.bindings.opencv.ClassifierBase implements Serializable
- Class se.hb.jcp.bindings.opencv.SVMClassifier extends se.hb.jcp.bindings.opencv.ClassifierBase implements Serializable

Package se.hb.jcp.cp

Class se.hb.jcp.cp.ConformalMultiProbabilisticClassifier extends java.lang.Object implements Serializable
- Serialized Fields
  - _calibration
```
RealIndexedMatrix2D<java.lang.Double> _calibration
```
  - _classifier
```
IConformalClassifier _classifier
```

Class se.hb.jcp.cp.InductiveConformalClassifier extends java.lang.Object implements Serializable

Serialization Methods

readObject

private void readObject(java.io.ObjectInputStream ois)
                 throws java.lang.ClassNotFoundException,
                        java.io.IOException

Throws:: java.lang.ClassNotFoundException; java.io.IOException

writeObject

private void writeObject(java.io.ObjectOutputStream oos)
                  throws java.io.IOException

Throws:: java.io.IOException

Serialized Fields

_calibrationScores
```
double[] _calibrationScores
```
_classCalibrationScores
```
double[][] _classCalibrationScores
```
_classes
```
java.lang.Double[] _classes
```

_classIndex

java.util.SortedMap<java.lang.Double,java.lang.Integer> _classIndex

_nc

IClassificationNonconformityFunction _nc

_useLabelConditionalCP
```
boolean _useLabelConditionalCP
```

Class se.hb.jcp.cp.TransductiveConformalClassifier extends java.lang.Object implements Serializable

Serialization Methods

readObject

private void readObject(java.io.ObjectInputStream ois)
                 throws java.lang.ClassNotFoundException,
                        java.io.IOException

Throws:: java.lang.ClassNotFoundException; java.io.IOException

writeObject

private void writeObject(java.io.ObjectOutputStream oos)
                  throws java.io.IOException

Throws:: java.io.IOException

Serialized Fields

_classes
```
java.lang.Double[] _classes
```

_classIndex

java.util.SortedMap<java.lang.Double,java.lang.Integer> _classIndex

_nc

IClassificationNonconformityFunction _nc

_useLabelConditionalCP
```
boolean _useLabelConditionalCP
```
_xtr
```
cern.colt.matrix.DoubleMatrix2D _xtr
```
_ytr
```
double[] _ytr
```

Package se.hb.jcp.ml
- Class se.hb.jcp.ml.BogusClassProbabilityClassifier extends ClassifierBase implements Serializable
  - Serialized Fields
    - _classes
      
      double[] _classes
    - _classifier
      
      IClassifier _classifier
- Class se.hb.jcp.ml.ClassifierBase extends java.lang.Object implements Serializable
  - Serialized Fields
    - _attributeCount
      
      int _attributeCount
    - _labels
      
      java.lang.Double[] _labels
    - _trained
      
      boolean _trained
Package se.hb.jcp.nc
- Class se.hb.jcp.nc.AverageClassificationNonconformityFunction extends java.lang.Object implements Serializable
  - Serialized Fields
    - _attributeCount
      
      int _attributeCount
    - _class_count
      
      int[] _class_count
    - _class_index
      
      java.util.Map<java.lang.Double,java.lang.Integer> _class_index
    - _classes
      
      double[] _classes
    - _n_classes
      
      int _n_classes
    - _n_instances
      
      int _n_instances
- Class se.hb.jcp.nc.ClassifierNonconformityFunctionBase extends java.lang.Object implements Serializable
  - Serialized Fields
    - _class_index
      
      java.util.Map<java.lang.Double,java.lang.Integer> _class_index
    - _classes
      
      double[] _classes
    - _model
      
      IClassifier _model
    - _n_classes
      
      int _n_classes
- Class se.hb.jcp.nc.ClassProbabilityNonconformityFunctionBase extends ClassifierNonconformityFunctionBase implements Serializable
- Class se.hb.jcp.nc.HingeLossNonconformityFunction extends ClassProbabilityNonconformityFunctionBase implements Serializable
- Class se.hb.jcp.nc.kNearestSameClassNeighbourNonconformityFunction extends ClassifierNonconformityFunctionBase implements Serializable
  - Serialized Fields
    - _k
      
      int _k
- Class se.hb.jcp.nc.MarginNonconformityFunction extends ClassProbabilityNonconformityFunctionBase implements Serializable
- Class se.hb.jcp.nc.SVMDistanceNonconformityFunction extends ClassifierNonconformityFunctionBase implements Serializable
Package se.hb.jcp.util
- Class se.hb.jcp.util.ParallelizedAction extends java.util.concurrent.RecursiveAction implements Serializable
  - Serialized Fields
    - _depth
      
      int _depth
    - _first
      
      int _first
    - _last
      
      int _last
- Class se.hb.jcp.util.RealIndexedMatrix2D extends java.lang.Object implements Serializable
  - Serialized Fields
    - _m
      
      java.util.SortedMap<java.lang.Double,java.util.SortedMap<java.lang.Double,V>> _m

Serialized Form

Package se.hb.jcp.bindings.jliblinear

Class se.hb.jcp.bindings.jliblinear.LinearClassifier extends ClassifierBase implements Serializable

Serialization Methods

readObject

writeObject

Serialized Fields

_jsonParameters

_model

_switchProbabilities

Class se.hb.jcp.bindings.jliblinear.SparseDoubleMatrix1D extends cern.colt.matrix.DoubleMatrix1D implements Serializable

Serialized Fields

_nodes

Class se.hb.jcp.bindings.jliblinear.SparseDoubleMatrix2D extends cern.colt.matrix.DoubleMatrix2D implements Serializable

Serialized Fields

_rows

_rowViews

Package se.hb.jcp.bindings.jlibsvm

Class se.hb.jcp.bindings.jlibsvm.SparseDoubleMatrix1D extends cern.colt.matrix.DoubleMatrix1D implements Serializable

Serialized Fields

_nodes

Class se.hb.jcp.bindings.jlibsvm.SparseDoubleMatrix2D extends cern.colt.matrix.DoubleMatrix2D implements Serializable

Serialized Fields

_rows

_rowViews

Class se.hb.jcp.bindings.jlibsvm.SVMClassifier extends ClassifierBase implements Serializable

Serialization Methods

readObject

writeObject

Serialized Fields

_cachedBW

_model

_parameters

_switchProbabilities

Package se.hb.jcp.bindings.libsvm

Class se.hb.jcp.bindings.libsvm.SparseDoubleMatrix1D extends cern.colt.matrix.DoubleMatrix1D implements Serializable

Serialization Methods

readObject

writeObject

Serialized Fields

Cptr

parent

Class se.hb.jcp.bindings.libsvm.SparseDoubleMatrix2D extends cern.colt.matrix.DoubleMatrix2D implements Serializable

Serialization Methods

readObject

writeObject

Serialized Fields

Cptr

rowViews

Class se.hb.jcp.bindings.libsvm.svm_model extends java.lang.Object implements Serializable

Serialization Methods

readObject

writeObject

Serialized Fields

Cptr

Class se.hb.jcp.bindings.libsvm.svm_node extends java.lang.Object implements Serializable

Serialized Fields

index

value

Class se.hb.jcp.bindings.libsvm.svm_parameter extends java.lang.Object implements Serializable

Serialized Fields

C

cache_size

coef0

degree

eps

gamma

kernel_type

nr_weight

nu

p

probability

shrinking

svm_type

weight

weight_label

Class se.hb.jcp.bindings.libsvm.SVMClassifier extends ClassifierBase implements Serializable

Serialized Fields

_model

_parameters