Package weka.core
Class Matrix
- java.lang.Object
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- weka.core.Matrix
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- All Implemented Interfaces:
java.io.Serializable,java.lang.Cloneable,RevisionHandler
- Direct Known Subclasses:
ConfusionMatrix
public class Matrix extends java.lang.Object implements java.lang.Cloneable, java.io.Serializable, RevisionHandler
Deprecated.Useweka.core.matrix.Matrixinstead - only for backwards compatibility.Class for performing operations on a matrix of floating-point values. Deprecated: Uses internally the code of the sub-packageweka.core.matrix- only for backwards compatibility.- Version:
- $Revision: 1.25 $
- Author:
- Gabi Schmidberger (gabi@cs.waikato.ac.nz), Yong Wang (yongwang@cs.waikato.ac.nz), Eibe Frank (eibe@cs.waikato.ac.nz), Len Trigg (eibe@cs.waikato.ac.nz), Fracpete (fracpete at waikato dot ac dot nz)
- See Also:
- Serialized Form
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Method Summary
All Methods Static Methods Instance Methods Concrete Methods Deprecated Methods Modifier and Type Method Description Matrixadd(Matrix other)Deprecated.Returns the sum of this matrix with another.voidaddElement(int rowIndex, int columnIndex, double value)Deprecated.Add a value to an element.java.lang.Objectclone()Deprecated.Creates and returns a clone of this object.voideigenvalueDecomposition(double[][] V, double[] d)Deprecated.Performs Eigenvalue Decomposition using Householder QR Factorization Matrix must be symmetrical.double[]getColumn(int index)Deprecated.Gets a column of the matrix and returns it as a double array.doublegetElement(int rowIndex, int columnIndex)Deprecated.Returns the value of a cell in the matrix.MatrixgetL()Deprecated.Returns the L part of the matrix.java.lang.StringgetRevision()Deprecated.Returns the revision string.double[]getRow(int index)Deprecated.Gets a row of the matrix and returns it as double array.MatrixgetU()Deprecated.Returns the U part of the matrix.booleanisSymmetric()Deprecated.Returns true if the matrix is symmetric.int[]LUDecomposition()Deprecated.Performs a LUDecomposition on the matrix.static voidmain(java.lang.String[] ops)Deprecated.Main method for testing this class.Matrixmultiply(Matrix b)Deprecated.Returns the multiplication of two matricesintnumColumns()Deprecated.Returns the number of columns in the matrix.intnumRows()Deprecated.Returns the number of rows in the matrix.static MatrixparseMatlab(java.lang.String matlab)Deprecated.creates a matrix from the given Matlab string.double[]regression(Matrix y, double ridge)Deprecated.Performs a (ridged) linear regression.double[]regression(Matrix y, double[] w, double ridge)Deprecated.Performs a weighted (ridged) linear regression.voidsetColumn(int index, double[] newColumn)Deprecated.Sets a column of the matrix to the given column.voidsetElement(int rowIndex, int columnIndex, double value)Deprecated.Sets an element of the matrix to the given value.voidsetRow(int index, double[] newRow)Deprecated.Sets a row of the matrix to the given row.voidsolve(double[] bb)Deprecated.Solve A*X = B using backward substitution.java.lang.StringtoMatlab()Deprecated.converts the Matrix into a single line Matlab string: matrix is enclosed by parentheses, rows are separated by semicolon and single cells by blanks, e.g., [1 2; 3 4].java.lang.StringtoString()Deprecated.Converts a matrix to a stringMatrixtranspose()Deprecated.Returns the transpose of a matrix.voidwrite(java.io.Writer w)Deprecated.Writes out a matrix.
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Constructor Detail
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Matrix
public Matrix(int nr, int nc)Deprecated.Constructs a matrix and initializes it with default values.- Parameters:
nr- the number of rowsnc- the number of columns
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Matrix
public Matrix(double[][] array) throws java.lang.ExceptionDeprecated.Constructs a matrix using a given array.- Parameters:
array- the values of the matrix- Throws:
java.lang.Exception
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Matrix
public Matrix(java.io.Reader r) throws java.lang.ExceptionDeprecated.Reads a matrix from a reader. The first line in the file should contain the number of rows and columns. Subsequent lines contain elements of the matrix.- Parameters:
r- the reader containing the matrix- Throws:
java.lang.Exception- if an error occurs
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Method Detail
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clone
public java.lang.Object clone()
Deprecated.Creates and returns a clone of this object.- Returns:
- a clone of this instance.
- Throws:
java.lang.Exception- if an error occurs
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write
public void write(java.io.Writer w) throws java.lang.ExceptionDeprecated.Writes out a matrix.- Parameters:
w- the output Writer- Throws:
java.lang.Exception- if an error occurs
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getElement
public final double getElement(int rowIndex, int columnIndex)Deprecated.Returns the value of a cell in the matrix.- Parameters:
rowIndex- the row's indexcolumnIndex- the column's index- Returns:
- the value of the cell of the matrix
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addElement
public final void addElement(int rowIndex, int columnIndex, double value)Deprecated.Add a value to an element.- Parameters:
rowIndex- the row's index.columnIndex- the column's index.value- the value to add.
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numRows
public final int numRows()
Deprecated.Returns the number of rows in the matrix.- Returns:
- the number of rows
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numColumns
public final int numColumns()
Deprecated.Returns the number of columns in the matrix.- Returns:
- the number of columns
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setElement
public final void setElement(int rowIndex, int columnIndex, double value)Deprecated.Sets an element of the matrix to the given value.- Parameters:
rowIndex- the row's indexcolumnIndex- the column's indexvalue- the value
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setRow
public final void setRow(int index, double[] newRow)Deprecated.Sets a row of the matrix to the given row. Performs a deep copy.- Parameters:
index- the row's indexnewRow- an array of doubles
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getRow
public double[] getRow(int index)
Deprecated.Gets a row of the matrix and returns it as double array.- Parameters:
index- the row's index- Returns:
- an array of doubles
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getColumn
public double[] getColumn(int index)
Deprecated.Gets a column of the matrix and returns it as a double array.- Parameters:
index- the column's index- Returns:
- an array of doubles
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setColumn
public final void setColumn(int index, double[] newColumn)Deprecated.Sets a column of the matrix to the given column. Performs a deep copy.- Parameters:
index- the column's indexnewColumn- an array of doubles
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toString
public java.lang.String toString()
Deprecated.Converts a matrix to a string- Overrides:
toStringin classjava.lang.Object- Returns:
- the converted string
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add
public final Matrix add(Matrix other)
Deprecated.Returns the sum of this matrix with another.- Returns:
- a matrix containing the sum.
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transpose
public final Matrix transpose()
Deprecated.Returns the transpose of a matrix.- Returns:
- the transposition of this instance.
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isSymmetric
public boolean isSymmetric()
Deprecated.Returns true if the matrix is symmetric.- Returns:
- boolean true if matrix is symmetric.
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multiply
public final Matrix multiply(Matrix b)
Deprecated.Returns the multiplication of two matrices- Parameters:
b- the multiplication matrix- Returns:
- the product matrix
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regression
public final double[] regression(Matrix y, double ridge)
Deprecated.Performs a (ridged) linear regression.- Parameters:
y- the dependent variable vectorridge- the ridge parameter- Returns:
- the coefficients
- Throws:
java.lang.IllegalArgumentException- if not successful
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regression
public final double[] regression(Matrix y, double[] w, double ridge)
Deprecated.Performs a weighted (ridged) linear regression.- Parameters:
y- the dependent variable vectorw- the array of data point weightsridge- the ridge parameter- Returns:
- the coefficients
- Throws:
java.lang.IllegalArgumentException- if the wrong number of weights were provided.
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getL
public Matrix getL() throws java.lang.Exception
Deprecated.Returns the L part of the matrix. This does only make sense after LU decomposition.- Returns:
- matrix with the L part of the matrix;
- Throws:
java.lang.Exception- See Also:
LUDecomposition()
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getU
public Matrix getU() throws java.lang.Exception
Deprecated.Returns the U part of the matrix. This does only make sense after LU decomposition.- Returns:
- matrix with the U part of a matrix;
- Throws:
java.lang.Exception- See Also:
LUDecomposition()
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LUDecomposition
public int[] LUDecomposition() throws java.lang.ExceptionDeprecated.Performs a LUDecomposition on the matrix. It changes the matrix into its LU decomposition.- Returns:
- the indices of the row permutation
- Throws:
java.lang.Exception
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solve
public void solve(double[] bb) throws java.lang.ExceptionDeprecated.Solve A*X = B using backward substitution. A is current object (this). Note that this matrix will be changed! B parameter bb. X returned in parameter bb.- Parameters:
bb- first vector B in above equation then X in same equation.- Throws:
java.lang.Exception
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eigenvalueDecomposition
public void eigenvalueDecomposition(double[][] V, double[] d) throws java.lang.ExceptionDeprecated.Performs Eigenvalue Decomposition using Householder QR Factorization Matrix must be symmetrical. Eigenvectors are return in parameter V, as columns of the 2D array. (Real parts of) Eigenvalues are returned in parameter d.- Parameters:
V- double array in which the eigenvectors are returnedd- array in which the eigenvalues are returned- Throws:
java.lang.Exception- if matrix is not symmetric
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toMatlab
public java.lang.String toMatlab()
Deprecated.converts the Matrix into a single line Matlab string: matrix is enclosed by parentheses, rows are separated by semicolon and single cells by blanks, e.g., [1 2; 3 4].- Returns:
- the matrix in Matlab single line format
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parseMatlab
public static Matrix parseMatlab(java.lang.String matlab) throws java.lang.Exception
Deprecated.creates a matrix from the given Matlab string.- Parameters:
matlab- the matrix in matlab format- Returns:
- the matrix represented by the given string
- Throws:
java.lang.Exception- See Also:
toMatlab()
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getRevision
public java.lang.String getRevision()
Deprecated.Returns the revision string.- Specified by:
getRevisionin interfaceRevisionHandler- Returns:
- the revision
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main
public static void main(java.lang.String[] ops)
Deprecated.Main method for testing this class.
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