org.jdmp.core.sample

Class MatrixSample

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

org.jdmp.core.sample.MatrixSample

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

public class MatrixSample
extends AbstractSample

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
MatrixSample(DataSet dataSet, int index)

Method Summary

Modifier and Type	Method and Description
Sample	clone()
Matrix	get(java.lang.Object key)
java.util.Set<java.lang.String>	keySet()
int	size()

Methods inherited from class org.jdmp.core.sample.AbstractSample

getAsByte, getAsChar, getAsDouble, getAsFloat, getAsInt, getAsLong, getAsMatrix, getAsObject, getAsShort, getAsString, getGUIObject, getRecognizedClass, getTargetClass, getWeight, isCorrect, setLabel, 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

equals, 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, getOrDefault, hashCode, isEmpty, merge, put, putAll, putIfAbsent, remove, remove, replace, replace, replaceAll, values

Constructor Detail

MatrixSample

public MatrixSample(DataSet dataSet,
                    int index)

Method Detail

get

public Matrix get(java.lang.Object key)

keySet

public java.util.Set<java.lang.String> keySet()

clone

public 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

Specified by:

clone in class AbstractSample

size

public int size()