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<DT><A HREF="./Matrix.html#initMatrixValue(int, int, double, int)"><B>initMatrixValue(int, int, double, int)</B></A> - Method in class <A HREF="./Matrix.html" title="class in <Unnamed>">Matrix</A><DD>this method initialize the matrix to all r x n elements being the double value passed<DT><A HREF="./AlgorithmKF.html#interpol(java.util.Vector, java.util.Vector)"><B>interpol(Vector<MyPoint>, Vector<MyPoint>)</B></A> - Method in class <A HREF="./AlgorithmKF.html" title="class in <Unnamed>">AlgorithmKF</A><DD>Calculates the interpolated points for the data inputs<DT><A HREF="./AlgorithmLP.html#interpol(java.util.Vector, java.util.Vector)"><B>interpol(Vector<MyPoint>, Vector<MyPoint>)</B></A> - Method in class <A HREF="./AlgorithmLP.html" title="class in <Unnamed>">AlgorithmLP</A><DD>Calculates the interpolated points for the data inputs<DT><A HREF="./AlgorithmPF.html#interpol(java.util.Vector, java.util.Vector)"><B>interpol(Vector<MyPoint>, Vector<MyPoint>)</B></A> - Method in class <A HREF="./AlgorithmPF.html" title="class in <Unnamed>">AlgorithmPF</A><DD>Calculates the interpolated points for the data inputs<DT><A HREF="./interpolate.html#interpol(java.util.Vector)"><B>interpol(Vector<MyPoint>)</B></A> - Method in class <A HREF="./interpolate.html" title="class in <Unnamed>">interpolate</A><DD>Interpolates<DT><A HREF="./interpolate.html" title="class in <Unnamed>"><B>interpolate</B></A> - Class in <A HREF="./package-summary.html"><Unnamed></A><DD>Interpolate class<DT><A HREF="./interpolate.html#interpolate()"><B>interpolate()</B></A> - Constructor for class <A HREF="./interpolate.html" title="class in <Unnamed>">interpolate</A><DD> <DT><A HREF="./Matrix.html#inverseMatrixElements()"><B>inverseMatrixElements()</B></A> - Method in class <A HREF="./Matrix.html" title="class in <Unnamed>">Matrix</A><DD>This routine inverses every element of the matrix<DT><A HREF="./Matrix.html#invertMatrix(Matrix)"><B>invertMatrix(Matrix)</B></A> - Method in class <A HREF="./Matrix.html" title="class in <Unnamed>">Matrix</A><DD>this routine computes the inverse of a matrix<DT><A HREF="./AlgorithmRVM.html#irlsTrain()"><B>irlsTrain()</B></A> - Method in class <A HREF="./AlgorithmRVM.html" title="class in <Unnamed>">AlgorithmRVM</A><DD>Completes one pass of IRLS training to update the weights given the currently assigne hyperparamters.<DT><A HREF="./DataPoints.html#isDataValid()"><B>isDataValid()</B></A> - Method in class <A HREF="./DataPoints.html" title="class in <Unnamed>">DataPoints</A><DD>method returns true if valid data is present else it returns false</DL><HR><A NAME="_L_"><!-- --></A><H2><B>L</B></H2><DL><DT><A HREF="./MathUtil.html#linearKernel(java.util.Vector, java.util.Vector)"><B>linearKernel(Vector, Vector)</B></A> - Static method in class <A HREF="./MathUtil.html" title="class in <Unnamed>">MathUtil</A><DD>this method evaluates the linear Kernel on the input vectors K(x,y) = (x .<DT><A HREF="./Matrix.html#LOWER_TRIANGULAR"><B>LOWER_TRIANGULAR</B></A> - Static variable in class <A HREF="./Matrix.html" title="class in <Unnamed>">Matrix</A><DD> <DT><A HREF="./AlgorithmLP.html#lpcCoefficient()"><B>lpcCoefficient()</B></A> - Method in class <A HREF="./AlgorithmLP.html" title="class in <Unnamed>">AlgorithmLP</A><DD>Computes the Linear Prediction coefficient from the data sets</DL><HR><A NAME="_M_"><!-- --></A><H2><B>M</B></H2><DL><DT><A HREF="./Classify.html#main(java.lang.String[])"><B>main(String[])</B></A> - Static method in class <A HREF="./Classify.html" title="class in <Unnamed>">Classify</A><DD>main method, the entrance of the program<DT><A HREF="./MainMenu.html" title="class in <Unnamed>"><B>MainMenu</B></A> - Class in <A HREF="./package-summary.html"><Unnamed></A><DD>implement the menu driven system that drives the applet hierarchy: JPanel->SubPanel->MainMenu<DT><A HREF="./MathUtil.html" title="class in <Unnamed>"><B>MathUtil</B></A> - Class in <A HREF="./package-summary.html"><Unnamed></A><DD>class that round off floating point numbers to the specified number of decimal places givem<DT><A HREF="./MathUtil.html#MathUtil()"><B>MathUtil()</B></A> - Constructor for class <A HREF="./MathUtil.html" title="class in <Unnamed>">MathUtil</A><DD>Default constructor.<DT><A HREF="./Matrix.html" title="class in <Unnamed>"><B>Matrix</B></A> - Class in <A HREF="./package-summary.html"><Unnamed></A><DD>this class represents a matrix object and performs matrix operations that are needed to compute the eigenvectors and eigenvalues<DT><A HREF="./Matrix.html#Matrix()"><B>Matrix()</B></A> - Constructor for class <A HREF="./Matrix.html" title="class in <Unnamed>">Matrix</A><DD> <DT><A HREF="./AlgorithmKF.html#mean(java.util.Vector, java.util.Vector)"><B>mean(Vector<MyPoint>, Vector<MyPoint>)</B></A> - Method in class <A HREF="./AlgorithmKF.html" title="class in <Unnamed>">AlgorithmKF</A><DD>Calculates the mean and the zero-mean data points<DT><A HREF="./AlgorithmLP.html#mean(java.util.Vector, java.util.Vector)"><B>mean(Vector<MyPoint>, Vector<MyPoint>)</B></A> - Method in class <A HREF="./AlgorithmLP.html" title="class in <Unnamed>">AlgorithmLP</A><DD>Calculates the mean and the zero-mean data points<DT><A HREF="./AlgorithmPF.html#mean(java.util.Vector, java.util.Vector)"><B>mean(Vector<MyPoint>, Vector<MyPoint>)</B></A> - Method in class <A HREF="./AlgorithmPF.html" title="class in <Unnamed>">AlgorithmPF</A><DD>Calculates the mean and the zero-mean data points<DT><A HREF="./Matrix.html#multMatrix(Matrix, Matrix)"><B>multMatrix(Matrix, Matrix)</B></A> - Method in class <A HREF="./Matrix.html" title="class in <Unnamed>">Matrix</A><DD>This routine multiplys two matrices</DL><HR><A NAME="_N_"><!-- --></A><H2><B>N</B></H2><DL><DT><A HREF="./Algorithm.html#nextStep()"><B>nextStep()</B></A> - Method in class <A HREF="./Algorithm.html" title="class in <Unnamed>">Algorithm</A><DD>Determines and executes next step of the algorithm in a new thread of execution.<DT><A HREF="./IFAlgorithm.html#nextStep()"><B>nextStep()</B></A> - Method in interface <A HREF="./IFAlgorithm.html" title="interface in <Unnamed>">IFAlgorithm</A><DD>Directs algorithm to next step.<DT><A HREF="./Covariance.html#normalizeCovariance(double[][])"><B>normalizeCovariance(double[][])</B></A> - Method in class <A HREF="./Covariance.html" title="class in <Unnamed>">Covariance</A><DD>The method normalizes the covariance matrix based on the the range of the values within the covariance matrix<DT><A HREF="./Matrix.html#normMatrix()"><B>normMatrix()</B></A> - Method in class <A HREF="./Matrix.html" title="class in <Unnamed>">Matrix</A><DD>This routine takes the square root of the matrix object</DL><HR><A NAME="_O_"><!-- --></A><H2><B>O</B></H2><DL><DT><A HREF="./AlgorithmKMeans.html#outputDecisionRegion()"><B>outputDecisionRegion()</B></A> - Method in class <A HREF="./AlgorithmKMeans.html" title="class in <Unnamed>">AlgorithmKMeans</A><DD>displays the decision region on the output panel<DT><A HREF="./AlgorithmLBG.html#outputDecisionRegion()"><B>outputDecisionRegion()</B></A> - Method in class <A HREF="./AlgorithmLBG.html" title="class in <Unnamed>">AlgorithmLBG</A><DD>Displays the decision regoin on output panel<DT><A HREF="./OutputPanel.html" title="class in <Unnamed>"><B>OutputPanel</B></A> - Class in <A HREF="./package-summary.html"><Unnamed></A><DD>OutputPanel acts as the top level container that encompasses the output plot that displays the input classes as well as the decision regions heirarchy: JPanel->SubPanel->OutputPanel</DL><HR><A NAME="_P_"><!-- --></A><H2><B>P</B></H2><DL><DT><A HREF="./DisplayArea.html#paintComponent(java.awt.Graphics)"><B>paintComponent(Graphics)</B></A> - Method in class <A HREF="./DisplayArea.html" title="class in <Unnamed>">DisplayArea</A><DD>method paints the selection area<DT><A HREF="./OutputPanel.html#paintComponent(java.awt.Graphics)"><B>paintComponent(Graphics)</B></A> - Method in class <A HREF="./OutputPanel.html" title="class in <Unnamed>">OutputPanel</A><DD>Paints the current data points and if needed the decision regions<DT><A HREF="./SelectionArea.html#paintComponent(java.awt.Graphics)"><B>paintComponent(Graphics)</B></A> - Method in class <A HREF="./SelectionArea.html" title="class in <Unnamed>">SelectionArea</A><DD>Method paints the selection area<DT><A HREF="./MathUtil.html#polynomialKernel(java.util.Vector, java.util.Vector)"><B>polynomialKernel(Vector, Vector)</B></A> - Static method in class <A HREF="./MathUtil.html" title="class in <Unnamed>">MathUtil</A><DD>this method evaluates the second degree polynomial Kernel on the input vectors K(x,y) = (x .<DT><A HREF="./Classify.html#preInit()"><B>preInit()</B></A> - Method in class <A HREF="./Classify.html" title="class in <Unnamed>">Classify</A><DD>Initializes variables<DT><A HREF="./Algorithm.html#prevStep()"><B>prevStep()</B></A> - Method in class <A HREF="./Algorithm.html" title="class in <Unnamed>">Algorithm</A><DD>Determines and executes previous step of the algorithm in a new thread of execution.<DT><A HREF="./IFAlgorithm.html#prevStep()"><B>prevStep()</B></A> - Method in interface <A HREF="./IFAlgorithm.html" title="interface in <Unnamed>">IFAlgorithm</A><DD>Directs algorithm to previous step.<DT><A HREF="./Matrix.html#printDoubleVector(java.util.Vector)"><B>printDoubleVector(Vector<Double>)</B></A> - Static method in class <A HREF="./Matrix.html" title="class in <Unnamed>">Matrix</A><DD>Puts the DoubleVector contents in a vector and calls printMatrix()<DT><A HREF="./AlgorithmLDA2.html#printMatrices()"><B>printMatrices()</B></A> - Method in class <A HREF="./AlgorithmLDA2.html" title="class in <Unnamed>">AlgorithmLDA2</A><DD>Display two matrices - covariance matrix and the transformation matrix in the text message window<DT><A HREF="./AlgorithmLDAPCA.html#printMatrices()"><B>printMatrices()</B></A> - Method in class <A HREF="./AlgorithmLDAPCA.html" title="class in <Unnamed>">AlgorithmLDAPCA</A><DD>Displays the caovariance and LDA transform data matrix<DT><A HREF="./AlgorithmPCA.html#printMatrices()"><B>printMatrices()</B></A> - Method in class <A HREF="./AlgorithmPCA.html" title="class in <Unnamed>">AlgorithmPCA</A><DD>Appends messages to the pro_box_d variable<DT><A HREF="./AlgorithmPCA2.html#printMatrices()"><B>printMatrices()</B></A> - Method in class <A HREF="./AlgorithmPCA2.html" title="class in <Unnamed>">AlgorithmPCA2</A><DD>Appends messages to the pro_box_d variable<DT><A HREF="./Matrix.html#printMatrix()"><B>printMatrix()</B></A> - Method in class <A HREF="./Matrix.html" title="class in <Unnamed>">Matrix</A><DD>Prints the matrix contents to STDOUT<DT><A HREF="./AlgorithmRVM.html#pruneAndUpdate()"><B>pruneAndUpdate()</B></A> - Method in class <A HREF="./AlgorithmRVM.html" title="class in <Unnamed>">AlgorithmRVM</A><DD>prunes off vectors whose hyperparameters have gone to infinity and updates working data sets<DT><A HREF="./AlgorithmRVM.html#pruneWeights()"><B>pruneWeights()</B></A> - Method in class <A HREF="./AlgorithmRVM.html" title="class in <Unnamed>">AlgorithmRVM</A><DD>Prunes off vectors which attain a zero weight during training.<DT><A HREF="./Classify.html#PTYPE_INPUT"><B>PTYPE_INPUT</B></A> - Static variable in class <A HREF="./Classify.html" title="class in <Unnamed>">Classify</A><DD> <DT><A HREF="./Classify.html#PTYPE_LINE"><B>PTYPE_LINE</B></A> - Static variable in class <A HREF="./Classify.html" title="class in <Unnamed>">Classify</A><DD> <DT><A HREF="./Classify.html#PTYPE_OUTPUT"><B>PTYPE_OUTPUT</B></A> - Static variable in class <A HREF="./Classify.html" title="class in <Unnamed>">Classify</A><DD> <DT><A HREF="./Classify.html#PTYPE_OUTPUT_LARGE"><B>PTYPE_OUTPUT_LARGE</B></A> - Static variable in class <A HREF="./Classify.html" title="class in <Unnamed>">Classify</A><DD> <DT><A HREF="./Classify.html#PTYPE_SUPPORT_VECTOR"><B>PTYPE_SUPPORT_VECTOR</B></A> - Static variable in class <A HREF="./Classify.html" title="class in <Unnamed>">Classify</A><DD> <DT><A HREF="./Classify.html#putLine(java.awt.Graphics, java.awt.Point, java.awt.Point, java.awt.Color)"><B>putLine(Graphics, Point, Point, Color)</B></A> - Static method in class <A HREF="./Classify.html" title="class in <Unnam⌨️ 快捷键说明
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