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“Success, but fitting stopped because change in residuals less than tolerance ” ?

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Fei
Fei 2013 年 4 月 22 日
Hi there,
I am trying to fit a set of data with Lorentzian by using fittype(). It turns out that only around 10% of the whole data are fitted well with a typical "output message" as
output =
numobs: 51
numparam: 4
residuals: [51x1 double]
Jacobian: [51x4 double]
exitflag: 1
firstorderopt: 9.9194e-008
iterations: 3
funcCount: 20
cgiterations: 0
algorithm: 'trust-region-reflective'
message: 'Success. Fitting converged to a solution.'
while for most of the data, the output is
output =
numobs: 51
numparam: 4
residuals: [51x1 double]
Jacobian: [51x4 double]
exitflag: 3
firstorderopt: 2.3938e-006
iterations: 3
funcCount: 20
cgiterations: 0
algorithm: 'trust-region-reflective'
message: 'Success, but fitting stopped because change in residuals less than tolerance (TolFun).'
Can anyone tell me the difference between 'Success. Fitting converged to a solution.' and 'Success, but fitting stopped because change in residuals less than tolerance (TolFun).' ?

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