org.jdmp.core.sample

Class AbstractSample

java.lang.Object

java.lang.Number

org.ujmp.core.AbstractMatrix

org.ujmp.core.genericmatrix.stub.AbstractGenericMatrix<java.lang.Object>

org.ujmp.core.objectmatrix.stub.AbstractObjectMatrix

org.ujmp.core.objectmatrix.stub.AbstractDenseObjectMatrix

org.ujmp.core.objectmatrix.stub.AbstractDenseObjectMatrix2D

org.ujmp.core.mapmatrix.AbstractMapMatrix<java.lang.String,java.lang.Object>

org.jdmp.core.sample.AbstractSample

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, java.lang.Comparable<Matrix>, java.util.Map<java.lang.String,java.lang.Object>, Sample, HasMetaData, BaseMatrix, BooleanCalculations, CanPerformCalculations, DenseMatrix, DenseMatrix2D, DenseMatrixMultiD, BasicDoubleCalculations, DoubleCalculations, BasicEntrywiseDoubleCalculations, CreatorDoubleCalculations, EntrywiseDoubleCalculations, HyperbolicDoubleCalculations, MiscEntrywiseDoubleCalculations, RoundingDoubleCalculations, TrigonometricDoubleCalculations, DecompositionDoubleCalculations, DiscretizeCalculations, GeneralDoubleCalculations, MiscGeneralDoubleCalculations, MissingValueDoubleCalculations, StatisticalDoubleCalculations, BaseGenericMatrix<java.lang.Object>, DenseGenericMatrix<java.lang.Object>, DenseGenericMatrix2D<java.lang.Object>, DenseGenericMatrixMultiD<java.lang.Object>, GenericMatrix<java.lang.Object>, GenericMatrix2D<java.lang.Object>, GenericMatrixMultiD<java.lang.Object>, SparseGenericMatrix<java.lang.Object>, SparseGenericMatrix2D<java.lang.Object>, SparseGenericMatrixMultiD<java.lang.Object>, BaseMatrixProperties, Clearable, Conversions, CoordinateFunctions, CoreObject, DistanceMeasures, ExtendedMatrixProperties, GettersAndSetters, HasDescription, HasGUIObject, HasId, HasLabel, IntCalculations, MapMatrix<java.lang.String,java.lang.Object>, Matrix, Matrix2D, MatrixMultiD, BaseObjectMatrix, ObjectCalculations, DenseObjectMatrix, DenseObjectMatrix2D, DenseObjectMatrixMultiD, ObjectMatrix, ObjectMatrix2D, ObjectMatrixMultiD, SparseObjectMatrix, SparseObjectMatrix2D, SparseObjectMatrixMultiD, SparseMatrix, SparseMatrix2D, SparseMatrixMultiD, StringCalculations

Direct Known Subclasses:

DefaultSample, MatrixSample

public abstract class AbstractSample
extends AbstractMapMatrix<java.lang.String,java.lang.Object>
implements Sample

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from interface java.util.Map

java.util.Map.Entry<K,V>

Field Summary

Fields inherited from interface org.jdmp.core.sample.Sample

COUNT, DIFFERENCE, Factory, INPUT, PREDICTED, PROBABILITY, RMSE, SCORE, TAGS, TARGET, URL, WEIGHT

Fields inherited from interface org.ujmp.core.Matrix

chol, divideMatrix, divideScalar, eig, inv, lu, minusMatrix, minusScalar, mtimes, plusMatrix, plusScalar, qr, solve, svd, timesMatrix, timesScalar, transpose

Fields inherited from interface org.ujmp.core.BaseMatrix

ALL, COLUMN, LINK, NEW, NONE, ORIG, ROW, X, Y, Z

Fields inherited from interface org.ujmp.core.annotation.HasMetaData

DIMENSIONMETADATA

Fields inherited from interface org.ujmp.core.interfaces.HasLabel

LABEL

Fields inherited from interface org.ujmp.core.interfaces.HasDescription

DESCRIPTION

Fields inherited from interface org.ujmp.core.interfaces.HasId

ID

Fields inherited from interface org.ujmp.core.objectmatrix.DenseObjectMatrix2D

Factory

Fields inherited from interface org.ujmp.core.objectmatrix.ObjectMatrix

Factory

Constructor Summary

Constructors

Constructor and Description
AbstractSample()

Method Summary

Modifier and Type	Method and Description
abstract Sample	clone()
byte	getAsByte(java.lang.String id)
char	getAsChar(java.lang.String id)
double	getAsDouble(java.lang.String id)
float	getAsFloat(java.lang.String id)
int	getAsInt(java.lang.String id)
long	getAsLong(java.lang.String id)
Matrix	getAsMatrix(java.lang.String id)
java.lang.Object	getAsObject(java.lang.String id)
short	getAsShort(java.lang.String id)
java.lang.String	getAsString(java.lang.String id)
GUIObject	getGUIObject() Returns an object suitable for displaying on the screen.
int	getRecognizedClass()
int	getTargetClass()
double	getWeight()
boolean	isCorrect()
void	setLabel(java.lang.Object label) Sets the label of an object
java.lang.String	toString()

Methods inherited from class org.ujmp.core.mapmatrix.AbstractMapMatrix

clear, containsKey, containsValue, entrySet, getAsString, getObject, getObject, getSize, indexOfKey, isEmpty, put, putAll, remove, setObject, setObject, values

Methods inherited from class org.ujmp.core.objectmatrix.stub.AbstractDenseObjectMatrix2D

getDimensionCount, getObject, setObject

Methods inherited from class org.ujmp.core.objectmatrix.stub.AbstractDenseObjectMatrix

availableCoordinates, containsCoordinates, isSparse

Methods inherited from class org.ujmp.core.objectmatrix.stub.AbstractObjectMatrix

getAsDouble, getValueType, setAsDouble

Methods inherited from class org.ujmp.core.genericmatrix.stub.AbstractGenericMatrix

getAsObject, setAsObject

Methods inherited from class org.ujmp.core.AbstractMatrix

abs, addMissing, allCoordinates, allValues, and, and, append, appendHorizontally, appendVertically, atimes, bigDecimalValue, bigIntegerValue, booleanValue, bootstrap, bootstrap, ceil, center, charValue, chebyshevDistanceTo, chol, compareTo, containsBigDecimal, containsBigInteger, containsBoolean, containsByte, containsChar, containsDate, containsDouble, containsFloat, containsInt, containsLong, containsMissingValues, containsNull, containsObject, containsShort, containsString, convert, convertEncoding, corrcoef, cos, cosh, cosineSimilarity, cosineSimilarityTo, countMissing, cov, cumprod, cumsum, dateValue, delete, delete, delete, deleteColumns, deleteColumns, deleteColumnsWithMissingValues, deleteRows, deleteRows, deleteRowsWithMissingValues, det, diag, diff, discretize, discretize, discretizeToBoolean, discretizeToColumns, divide, divide, divide, divide, doubleValue, eig, eigSymm, eq, eq, equals, equalsAnnotation, equalsContent, euklideanDistance, euklideanDistanceTo, exp, exportTo, extractAnnotation, eye, fadeIn, fadeOut, fill, fireValueChanged, fireValueChanged, fireValueChanged, flipdim, floatValue, floor, ge, ge, getAbsoluteValueMean, getAbsoluteValueSum, getAsBigDecimal, getAsBigInteger, getAsBoolean, getAsByte, getAsByteArray, getAsChar, getAsDate, getAsFloat, getAsInt, getAsLong, getAsMatrix, getAsShort, getAsString, getColumnCount, getColumnForLabel, getColumnLabel, getColumnList, getCoordinatesOfMaximum, getCoordinatesOfMinimum, getCoreObjectId, getDescription, getDimensionLabel, getDimensionMetaData, getEuklideanValue, getFactory, getId, getLabel, getLabelObject, getMaxValue, getMeanValue, getMetaData, getMetaData, getMetaDataDimensionMatrix, getMetaDataDouble, getMetaDataMatrix, getMetaDataString, getMinValue, getPositionForLabel, getPreferredObject, getRMS, getRowCount, getRowForLabel, getRowLabel, getRowList, getSize, getStdValue, getValueCount, getValueSum, getZCount, ginv, grayScale, gt, gt, importFrom, impute, includeAnnotation, indexOfMax, indexOfMin, intValue, inv, invSPD, invSymm, isColumnVector, isDiagonal, isMultidimensionalMatrix, isReadOnly, isResizable, isRowVector, isScalar, isSingular, isSPD, isSquare, isSymmetric, isTransient, le, le, log, log10, log2, logistic, longValue, lowerCase, lt, lt, lu, manhattenDistance, manhattenDistanceTo, max, mean, min, minkowskiDistance, minkowskiDistanceTo, minus, minus, minus, minus, mtimes, mtimes, mutualInf, nans, ne, ne, nonZeroCoordinates, norm1, norm2, normalize, normF, normInf, not, ones, or, or, pairedTTest, pdet, pinv, pinv, plus, plus, plus, plus, power, power, princomp, prod, qr, rand, randn, rank, removePunctuation, removeWords, replace, replaceMissingBy, replaceRegex, replaceRegex, reshape, round, save, save, select, select, select, selectColumns, selectColumns, selectedCoordinates, selectedCoordinates, selectRows, selectRows, setAsBigDecimal, setAsBigInteger, setAsBoolean, setAsByte, setAsByteArray, setAsChar, setAsDate, setAsFloat, setAsInt, setAsLong, setAsMatrix, setAsShort, setAsString, setColumnLabel, setContent, setDescription, setDimensionLabel, setDimensionMetaData, setId, setMetaData, setMetaData, setMetaDataDimensionMatrix, setRowLabel, setSize, share, share, showGUI, shuffle, sign, sin, sinh, solve, solveSPD, solveSymm, sortrows, sqrt, squeeze, standardize, std, stem, stringValue, subMatrix, sum, svd, svd, swap, tan, tanh, tanh, tfIdf, times, times, times, times, toBigDecimalArray, toBigDecimalMatrix, toBigIntegerArray, toBigIntegerMatrix, toBooleanArray, toBooleanMatrix, toByteArray, toByteMatrix, toCharArray, toCharMatrix, toColumnVector, toDateArray, toDoubleArray, toDoubleMatrix, toFloatArray, toFloatMatrix, toHtml, toIntArray, toIntMatrix, toListMatrix, toLongArray, toLongMatrix, toMapMatrix, toObjectArray, toObjectMatrix, toRowVector, toSetMatrix, toShortArray, toShortMatrix, toStringArray, toStringMatrix, trace, translate, transpose, transpose, transpose, tril, triu, unique, uniqueValueCount, upperCase, var, xor, xor, zeros

Methods inherited from class java.lang.Number

byteValue, shortValue

Methods inherited from class java.lang.Object

getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.ujmp.core.mapmatrix.MapMatrix

getAsString, indexOfKey

Methods inherited from interface org.ujmp.core.genericmatrix.GenericMatrix2D

getObject, getObject, setObject, setObject

Methods inherited from interface org.ujmp.core.Matrix

exportTo, fireValueChanged, fireValueChanged, fireValueChanged, importFrom, save, save, share, share, toHtml

Methods inherited from interface org.ujmp.core.BaseMatrix

getFactory

Methods inherited from interface org.ujmp.core.interfaces.BaseMatrixProperties

allValues, equals, equalsAnnotation, equalsContent, getColumnCount, getColumnList, getDimensionCount, getRowCount, getRowList, getSize, getSize, getValueCount, getValueType, getZCount, isColumnVector, isDiagonal, isEmpty, isMultidimensionalMatrix, isReadOnly, isResizable, isRowVector, isScalar, isSingular, isSparse, isSquare, isSymmetric, isTransient, setSize

Methods inherited from interface org.ujmp.core.interfaces.CoreObject

getCoreObjectId

Methods inherited from interface org.ujmp.core.interfaces.Clearable

clear

Methods inherited from interface org.ujmp.core.interfaces.HasGUIObject

showGUI

Methods inherited from interface org.ujmp.core.interfaces.CoordinateFunctions

allCoordinates, availableCoordinates, containsCoordinates, getCoordinatesOfMaximum, getCoordinatesOfMinimum, nonZeroCoordinates, selectedCoordinates, selectedCoordinates

Methods inherited from interface org.ujmp.core.interfaces.GettersAndSetters

getAsBigDecimal, getAsBigInteger, getAsBoolean, getAsByte, getAsByteArray, getAsChar, getAsDate, getAsDouble, getAsFloat, getAsInt, getAsLong, getAsMatrix, getAsObject, getAsShort, getAsString, getPreferredObject, setAsBigDecimal, setAsBigInteger, setAsBoolean, setAsByte, setAsByteArray, setAsChar, setAsDate, setAsDouble, setAsFloat, setAsInt, setAsLong, setAsMatrix, setAsObject, setAsShort, setAsString, toBigDecimalArray, toBigIntegerArray, toBooleanArray, toByteArray, toCharArray, toDateArray, toDoubleArray, toFloatArray, toIntArray, toLongArray, toObjectArray, toShortArray, toStringArray

Methods inherited from interface org.ujmp.core.doublematrix.calculation.basic.BasicDoubleCalculations

atimes, divide, divide, divide, divide, minus, minus, minus, minus, mtimes, mtimes, plus, plus, plus, plus, times, times, times, times

Methods inherited from interface org.ujmp.core.doublematrix.calculation.entrywise.basic.BasicEntrywiseDoubleCalculations

abs, exp, log, log10, log2, logistic, power, power, sign, sqrt

Methods inherited from interface org.ujmp.core.doublematrix.calculation.entrywise.rounding.RoundingDoubleCalculations

ceil, floor, round

Methods inherited from interface org.ujmp.core.doublematrix.calculation.entrywise.hyperbolic.HyperbolicDoubleCalculations

cosh, sinh, tanh, tanh

Methods inherited from interface org.ujmp.core.doublematrix.calculation.entrywise.trigonometric.TrigonometricDoubleCalculations

cos, sin, tan

Methods inherited from interface org.ujmp.core.doublematrix.calculation.entrywise.creators.CreatorDoubleCalculations

eye, nans, ones, rand, randn, zeros

Methods inherited from interface org.ujmp.core.doublematrix.calculation.entrywise.misc.MiscEntrywiseDoubleCalculations

grayScale

Methods inherited from interface org.ujmp.core.doublematrix.calculation.general.statistical.StatisticalDoubleCalculations

corrcoef, cov, cumprod, cumsum, diff, indexOfMax, indexOfMin, max, mean, min, mutualInf, pairedTTest, prod, std, sum, var

Methods inherited from interface org.ujmp.core.doublematrix.calculation.general.decomposition.DecompositionDoubleCalculations

chol, eig, eigSymm, ginv, inv, invSPD, invSymm, lu, pinv, pinv, princomp, qr, solve, solveSPD, solveSymm, svd, svd

Methods inherited from interface org.ujmp.core.doublematrix.calculation.general.missingvalues.MissingValueDoubleCalculations

addMissing, countMissing, deleteColumnsWithMissingValues, deleteRowsWithMissingValues, impute

Methods inherited from interface org.ujmp.core.doublematrix.calculation.general.misc.MiscGeneralDoubleCalculations

append, appendHorizontally, appendVertically, center, fadeIn, fadeOut, normalize, replaceMissingBy, standardize

Methods inherited from interface org.ujmp.core.doublematrix.calculation.general.discretize.DiscretizeCalculations

discretize, discretize, discretizeToBoolean, discretizeToColumns

Methods inherited from interface org.ujmp.core.booleanmatrix.calculation.BooleanCalculations

and, and, eq, eq, ge, ge, gt, gt, le, le, lt, lt, ne, ne, not, or, or, xor, xor

Methods inherited from interface org.ujmp.core.stringmatrix.calculation.StringCalculations

convertEncoding, lowerCase, removePunctuation, removeWords, replaceRegex, replaceRegex, stem, tfIdf, translate, upperCase

Methods inherited from interface org.ujmp.core.objectmatrix.calculation.ObjectCalculations

bootstrap, bootstrap, convert, delete, delete, delete, deleteColumns, deleteColumns, deleteRows, deleteRows, diag, extractAnnotation, fill, flipdim, includeAnnotation, replace, reshape, select, select, select, selectColumns, selectColumns, selectRows, selectRows, shuffle, sortrows, squeeze, subMatrix, swap, toColumnVector, toRowVector, transpose, transpose, transpose, tril, triu, unique, uniqueValueCount

Methods inherited from interface org.ujmp.core.interfaces.DistanceMeasures

chebyshevDistanceTo, cosineSimilarity, cosineSimilarityTo, euklideanDistance, euklideanDistanceTo, manhattenDistance, manhattenDistanceTo, minkowskiDistance, minkowskiDistanceTo

Methods inherited from interface java.lang.Comparable

compareTo

Methods inherited from interface org.ujmp.core.annotation.HasMetaData

getColumnForLabel, getColumnLabel, getDimensionLabel, getDimensionMetaData, getMetaData, getMetaData, getMetaDataDimensionMatrix, getMetaDataDouble, getMetaDataMatrix, getMetaDataString, getPositionForLabel, getRowForLabel, getRowLabel, setColumnLabel, setDimensionLabel, setDimensionMetaData, setMetaData, setMetaData, setMetaDataDimensionMatrix, setRowLabel

Methods inherited from interface org.ujmp.core.interfaces.HasLabel

getLabel, getLabelObject

Methods inherited from interface org.ujmp.core.interfaces.HasDescription

getDescription, setDescription

Methods inherited from interface org.ujmp.core.interfaces.HasId

getId, setId

Methods inherited from interface org.ujmp.core.interfaces.Conversions

toBigDecimalMatrix, toBigIntegerMatrix, toBooleanMatrix, toByteMatrix, toCharMatrix, toDoubleMatrix, toFloatMatrix, toIntMatrix, toListMatrix, toLongMatrix, toMapMatrix, toObjectMatrix, toSetMatrix, toShortMatrix, toStringMatrix

Methods inherited from interface org.ujmp.core.interfaces.ExtendedMatrixProperties

bigDecimalValue, bigIntegerValue, booleanValue, byteValue, charValue, containsBigDecimal, containsBigInteger, containsBoolean, containsByte, containsChar, containsDate, containsDouble, containsFloat, containsInt, containsLong, containsMissingValues, containsNull, containsObject, containsShort, containsString, dateValue, det, doubleValue, floatValue, getAbsoluteValueMean, getAbsoluteValueSum, getEuklideanValue, getMaxValue, getMeanValue, getMinValue, getRMS, getStdValue, getValueSum, intValue, isSPD, longValue, norm1, norm2, normF, normInf, pdet, rank, setContent, shortValue, stringValue, trace

Methods inherited from interface java.util.Map

clear, compute, computeIfAbsent, computeIfPresent, containsKey, containsValue, entrySet, equals, forEach, get, getOrDefault, hashCode, isEmpty, keySet, merge, put, putAll, putIfAbsent, remove, remove, replace, replace, replaceAll, size, values

Constructor Detail

AbstractSample

public AbstractSample()

Method Detail

isCorrect

public boolean isCorrect()

Specified by:

isCorrect in interface Sample

getTargetClass

public int getTargetClass()

Specified by:

getTargetClass in interface Sample

getRecognizedClass

public int getRecognizedClass()

Specified by:

getRecognizedClass in interface Sample

clone

public abstract Sample clone()

Specified by:

clone in interface Sample

Specified by:

clone in interface CoreObject

Specified by:

clone in interface MapMatrix<java.lang.String,java.lang.Object>

Specified by:

clone in interface Matrix

Overrides:

clone in class AbstractMapMatrix<java.lang.String,java.lang.Object>

setLabel

public void setLabel(java.lang.Object label)

Description copied from interface: HasLabel

Sets the label of an object

Specified by:

setLabel in interface HasLabel

Overrides:

setLabel in class AbstractMatrix

Parameters:

label - the new label.

toString

public java.lang.String toString()

Specified by:

toString in interface BaseMatrixProperties

Overrides:

toString in class AbstractMatrix

getGUIObject

public final GUIObject getGUIObject()

Description copied from interface: HasGUIObject

Returns an object suitable for displaying on the screen. Ensures that, for each basic object, only one GUIObject can be returned.

Specified by:

getGUIObject in interface HasGUIObject

Overrides:

getGUIObject in class AbstractMatrix

Returns:

object suitable for displaying on the screen

getAsObject

public final java.lang.Object getAsObject(java.lang.String id)

Specified by:

getAsObject in interface Sample

getAsMatrix

public final Matrix getAsMatrix(java.lang.String id)

Specified by:

getAsMatrix in interface Sample

getAsDouble

public final double getAsDouble(java.lang.String id)

Specified by:

getAsDouble in interface Sample

getAsString

public final java.lang.String getAsString(java.lang.String id)

Specified by:

getAsString in interface Sample

getAsInt

public final int getAsInt(java.lang.String id)

Specified by:

getAsInt in interface Sample

getAsLong

public final long getAsLong(java.lang.String id)

Specified by:

getAsLong in interface Sample

getAsShort

public final short getAsShort(java.lang.String id)

Specified by:

getAsShort in interface Sample

getAsFloat

public final float getAsFloat(java.lang.String id)

Specified by:

getAsFloat in interface Sample

getAsByte

public final byte getAsByte(java.lang.String id)

Specified by:

getAsByte in interface Sample

getAsChar

public final char getAsChar(java.lang.String id)

Specified by:

getAsChar in interface Sample

getWeight

public final double getWeight()

Specified by:

getWeight in interface Sample