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Description: unction [A,B,C,LLF,I,J,K] = parafac(XPK,I,N,epsilon)
% PARAFAC Parallel factor analysis for an three-way data array
% The iterative process is continued until that m > 300 or ABS((LF(m)-LF(m-1))
% /LF(m-1)) is less than epsilon.Noted that m is the iterative number.
% The epsilon may also be 10*MAX(SIZE(XPK))*NORM(XPK,1)*EPS.
%
% This can be overridden with [A,B,C] = PARAFAC(XPK,I,N,epsilon).
%
% [A,B,C,LLF] = PARAFAC(XPK,I,N,epsilon) also returns a vector LLF(=LOG(LF))
% where LF is a loss function vector obtained by calculating the square of
% Frobenius matrix norm of (XPK-XPK*) at each iteration step.
To Search:
File list (Check if you may need any files):
| Filename | Size | Date |
|---|
| missmean.m | 1019 | 2002-03-05
|
| ncrossdecomp.m | 14870 | 2002-12-06
|
| pfplot.m | 4363 | 2002-12-06
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| nprocess.m | 9233 | 2003-10-15
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| npls.m | 43309 | 2005-08-22
|
| contents.m | 3745 | 2002-08-17
|
| readme.txt | 4387 | 2002-08-17
|
| parafac.m | 33776 | 2005-08-19
|
| fac2let.m | 1212 | 2002-08-17
|
| two2n.m | 1714 | 2002-08-17
|
| ncrossdecompn.m | 17777 | 2002-08-17
|
| npred.m | 3609 | 2002-08-16
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| pfls.m | 3141 | 2002-08-03
|
| derswd3.m | 2217 | 2002-07-09
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| coreswdn.m | 1028 | 2002-07-09
|
| ini.m | 7916 | 2002-03-26
|
| tuck.mat | 432 | 2002-03-05
|
| ulsr.m | 2868 | 2002-03-05
|
| unimodal.m | 1193 | 2002-03-05
|
| unimodalcrossproducts.m | 4566 | 2002-03-05
|
| refold3.m | 372 | 2002-03-05
|
| setnans1.m | 3586 | 2002-03-05
|
| setopts.m | 2540 | 2002-03-05
|
| stdnan.m | 1056 | 2002-03-05
|
| t3core.m | 3066 | 2002-03-05
|
| tuckdemo.m | 4229 | 2002-03-05
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| tucker.m | 36107 | 2005-08-19
|
| parademo.m | 3974 | 2002-03-05
|
| pftest.m | 5004 | 2002-03-05
|
| plotfac.m | 3629 | 2002-03-05
|
| ppp.m | 1459 | 2002-03-05
|
| noptiopf.mat | 76 | 2002-03-05
|
| noptiot3.mat | 108 | 2002-03-05
|
| normit.m | 568 | 2002-03-05
|
| nsetdiff.m | 1313 | 2002-03-05
|
| nshape.m | 3140 | 2002-03-05
|
| ntimes.m | 1562 | 2002-03-05
|
| ncosine.m | 2606 | 2002-03-05
|
| ncrossreg.m | 8965 | 2002-03-05
|
| neye.m | 1625 | 2002-03-05
|
| nident.m | 598 | 2002-03-05
|
| nmodel.m | 5580 | 2002-03-05
|
| nonneg.m | 2453 | 2002-03-05
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| maxdia3.m | 4408 | 2002-03-05
|
| maxswd3.m | 3938 | 2002-03-05
|
| maxvar3.m | 4374 | 2002-03-05
|
| corcond.m | 7172 | 2003-10-15
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| missmult.m | 930 | 2002-03-05
|
| misssum.m | 1197 | 2002-03-05
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| monreg.m | 2338 | 2002-03-05
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| getindxn.m | 494 | 2002-03-05
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| gram.m | 2488 | 2002-03-05
|
| gsm.m | 998 | 2002-03-05
|
| info.xml | 958 | 2002-03-05
|
| inituck.m | 5981 | 2002-03-05
|
| kr.m | 1427 | 2002-03-05
|
| dervar3.m | 3239 | 2002-03-05
|
| dtld.m | 3398 | 2002-03-05
|
| explcore.m | 1709 | 2002-03-05
|
| fastnnls.m | 1913 | 2002-03-05
|
| fnipals.m | 6534 | 2002-03-05
|
| fnnls.m | 2788 | 2002-03-05
|
| COMPLPOL.M | 154 | 2002-03-05
|
| coredian.m | 577 | 2002-03-05
|
| corevarn.m | 466 | 2002-03-05
|
| def.mat | 640 | 2002-03-05
|
| demos.m | 504 | 2002-03-05
|
| derdia3.m | 1918 | 2002-03-05
|
| calcore.m | 3184 | 2002-03-05
|
| ckron.m | 538 | 2002-03-05
|
| cmatrep.m | 667 | 2002-03-05
|
| outerm.m | 1862 | 1999-03-29
|
| parafac2.m | 33001 | 2004-04-12 |
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