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Packages that use SotaTreeCell | |
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org.knime.base.node.mine.sota | Contains the Sota node, which can be used for clustering hirarchically numerical and fuzzy data and visualize the resulting cluster tree. |
org.knime.base.node.mine.sota.distances | Contains classes to compute distances for SOTA. |
org.knime.base.node.mine.sota.logic | Contains the logic classes of SOTA. |
org.knime.base.node.mine.sota.predictor | Contains the Sotapredictor node, which can be used for class prediction of incoming data. |
org.knime.base.node.mine.sota.view | Contains the view classes of the Sota node. |
Uses of SotaTreeCell in org.knime.base.node.mine.sota |
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Methods in org.knime.base.node.mine.sota that return SotaTreeCell | |
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SotaTreeCell |
SotaPortObject.getSotaRoot()
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Uses of SotaTreeCell in org.knime.base.node.mine.sota.distances |
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Methods in org.knime.base.node.mine.sota.distances with parameters of type SotaTreeCell | |
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static double |
Distances.getCorrelationDistance(DataRow row,
SotaTreeCell cell,
double offset,
boolean abs,
boolean fuzzy)
Returns the coefficient of correlation distance between the cells values and the number cells of the given row with a given offset. |
static double |
Distances.getCosinusDistance(DataRow row,
SotaTreeCell cell,
double offset,
boolean fuzzy)
Returns the cosinus distance between the cells values and the number cells of the given row with a given offset. |
double |
EuclideanDistanceManager.getDistance(DataRow row,
SotaTreeCell cell)
Returns the distance between the given cell and row. |
double |
ManhattanDistanceManager.getDistance(DataRow row,
SotaTreeCell cell)
Returns the distance between the given cell and row. |
double |
DistanceManager.getDistance(DataRow row,
SotaTreeCell cell)
Returns the distance between the given cell and row. |
double |
CosinusDistanceManager.getDistance(DataRow row,
SotaTreeCell cell)
Returns the distance between the given cell and row. |
static double |
Distances.getEuclideanDistance(DataRow row,
SotaTreeCell cell,
boolean fuzzy)
Returns the euclidean distance between a given DataRow
and SotaTreeCell using the Minkowski distance with
power 2. |
static double |
Distances.getManhattanDistance(DataRow row,
SotaTreeCell cell,
boolean fuzzy)
Returns the manhattan distance between a given DataRow
and SotaTreeCell using the Minkowski distance with
power 1. |
static double |
Distances.getMean(SotaTreeCell cell)
Returns the mean value of the given cell. |
static double |
Distances.getMinkowskiDistance(int power,
DataRow row,
SotaTreeCell cell,
boolean fuzzy)
Calculates the Minkowski distance between a regular DataRow
and a SotaTreeCell . |
static double |
Distances.getStandardDeviation(SotaTreeCell cell)
Returns the standard deviation of the given cell. |
Uses of SotaTreeCell in org.knime.base.node.mine.sota.logic |
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Methods in org.knime.base.node.mine.sota.logic that return SotaTreeCell | |
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SotaTreeCell |
SotaTreeCellFactory.createCell()
Creates new instance of Cell with the factorys dimension and returns it. |
SotaTreeCell |
SotaTreeCellFactory.createCell(double[] minSupp,
double[] minCore,
double[] maxCore,
double[] maxSupp,
int level)
Creates new insatnce of Cell with given min, max Core and Support data and level and returns it. |
SotaTreeCell |
SotaTreeCellFactory.createCell(double[] data,
int level)
Creates new instance of Cell with given data and level and returns it. |
SotaTreeCell |
SotaTreeCellFactory.createCell(FuzzyIntervalValue[] data,
int level)
Creates new insatnce of Cell with given FuzzyIntervalValue data and level and returns it. |
SotaTreeCell |
SotaTreeCellFactory.createCell(int level)
Creates new instance of Cell with the factorys dimension and the given level and returns it. |
SotaTreeCell |
SotaTreeCellFactory.createCell(SotaCell[] data,
int level)
Creates new instance of Cell with given data and level and returns it. |
SotaTreeCell |
SotaTreeCellFactory.createNode()
Creates new instance of Cell with the factorys dimension and returns it. |
SotaTreeCell |
SotaTreeCellFactory.createNode(int level)
Creates new instance of Cell with the factorys dimension and given level and returns it. |
SotaTreeCell |
SotaTreeCellFactory.createNode(SotaCell[] data,
int level)
Creates new instance of Cell with given data and level and returns it. |
SotaTreeCell |
SotaTreeCell.getAncestor()
Returns the cells ancestor. |
SotaTreeCell |
SotaTreeCell.getLeft()
Returns the left child Cell of the current Node, or null . |
SotaTreeCell |
SotaTreeCell.getRight()
Returns the cells (Nodes) right child Cell. |
SotaTreeCell |
SotaManager.getRoot()
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SotaTreeCell |
SotaTreeCell.getSister()
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abstract SotaTreeCell |
SotaHelper.initializeTree()
Initializes the Sota tree with specific SotaCells like SotaFuzzyCell or SotaDoubleCell. |
SotaTreeCell |
SotaFuzzyHelper.initializeTree()
Initializes the Sota tree with specific SotaCells like SotaFuzzyCell or SotaDoubleCell. |
SotaTreeCell |
SotaNumberHelper.initializeTree()
Initializes the Sota tree with specific SotaCells like SotaFuzzyCell or SotaDoubleCell. |
Methods in org.knime.base.node.mine.sota.logic with parameters of type SotaTreeCell | |
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abstract void |
SotaHelper.adjustSotaCell(SotaTreeCell cell,
DataRow row,
double learningrate,
String cellClass)
Adjusts the given SotaTreeCell related to the given
DataRow and learningrate and assigns the given class. |
void |
SotaFuzzyHelper.adjustSotaCell(SotaTreeCell cell,
DataRow row,
double learningrate,
String cellClass)
Adjusts the given SotaTreeCell related to the given
DataRow and learningrate and assigns the given class. |
void |
SotaNumberHelper.adjustSotaCell(SotaTreeCell cell,
DataRow row,
double learningrate,
String cellClass)
Adjusts the given SotaTreeCell related to the given
DataRow and learningrate and assigns the given class. |
static void |
SotaManager.getCells(ArrayList<SotaTreeCell> cells,
SotaTreeCell currentCell)
Collects all cells of the tree recursive. |
void |
SotaTreeCell.loadFrom(ModelContentRO modelContent,
int index,
SotaTreeCell anchestor,
boolean isLeft)
Loads the values from the given ModelContentWO . |
void |
SotaTreeCell.setAncestor(SotaTreeCell anc)
Sets the given ancestor value. |
void |
SotaTreeCell.setLeft(SotaTreeCell l)
Sets the cells (Nodes) left child Cell. |
void |
SotaTreeCell.setRight(SotaTreeCell r)
Sets the given Cell as the cells right child Cell. |
void |
SotaManager.setRoot(SotaTreeCell root)
Sets the root node. |
void |
SotaTreeCell.setSister(SotaTreeCell sister)
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Method parameters in org.knime.base.node.mine.sota.logic with type arguments of type SotaTreeCell | |
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static void |
SotaManager.getCells(ArrayList<SotaTreeCell> cells,
SotaTreeCell currentCell)
Collects all cells of the tree recursive. |
Uses of SotaTreeCell in org.knime.base.node.mine.sota.predictor |
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Constructors in org.knime.base.node.mine.sota.predictor with parameters of type SotaTreeCell | |
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SotaPredictorCellFactory(SotaTreeCell root,
int[] indicesOfIncludedColumns,
String distance)
Creates new instance of SotaPredictorCellFactory with given
SotaManager , array of indices of columns to use for
prediction and the distance metric to use. |
Uses of SotaTreeCell in org.knime.base.node.mine.sota.view |
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Methods in org.knime.base.node.mine.sota.view that return SotaTreeCell | |
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SotaTreeCell |
SotaDrawingPane.getRoot()
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Methods in org.knime.base.node.mine.sota.view with parameters of type SotaTreeCell | |
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void |
SotaDrawingPane.setRoot(SotaTreeCell root)
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Constructors in org.knime.base.node.mine.sota.view with parameters of type SotaTreeCell | |
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SotaDrawingPane(SotaTreeCell root,
DataArray data,
DataArray originalData,
boolean isHFuzzyData,
int maxHLevel)
Creates new instance of SotaDrawingPane, which draws the given data and the trained binary cluster tree given by its root node. |
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