Problem in Dimensionality reduction
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Hello everyone, I have an excel file and I would like to apply dimensionality reduction.
I wrote this:
%%Clean up
clc
close all
clear all
%%I/O Parameters
InputFilesPath = 'C:\Users\Federico\Desktop\Chiara\Dissertation\Matlab Program - v0\Input Files\';
InputFileName = 'leukemia modified';
OutputFilePath = 'C:\Users\Federico\Desktop\Chiara\Dissertation\Matlab Program - v0\Output Files\';
[GEData,X,vX]=xlsread(strcat(InputFilesPath,InputFileName));
GenesNumber = size(GEData,1);
dim = size(GEData,2);
vX(1,:)=[];
coeff = pca(vX);
But I am getting this error:
*Undefined function 'isnan' for input arguments of type 'cell'.
Error in pca (line 248)
nanIdx = isnan(x);
Error in testpca (line 17)
coeff = pca(vX);
Error in run (line 63)_ * * *
evalin('caller', [script ';']);*
How can I remove it? Thank you in advance
采纳的回答
Titus Edelhofer
2014-7-2
0 个投票
Ciao Chiara,
the third return parameter from xlsread is a cell array, you will need to convert vX to a matrix using cell2mat.
Or you use the variable X instead that should be the numbers from your Excel sheet (in matrix format already).
Titus
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