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The results are presented only with linear fitting as no improvements can be found in any metric using the logistic fitting.
For all the four categories, it is possible to notice that all the metrics give higher correlation with perceived observer difference using the logistic fitting.
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where a, b, c, and d are the parameters that define the shape of the logistic fitting function and were determined using a least squares method.
The significance of the trends was tested from the P value of the slope coefficient β from the logistic fitting process.
So it's much better to use the logistic curve, which is basically an S curve".
First, the output of each candidate feature listed in Section 3.4 was normalized to the range [-10, 10], using logistic fitting as follows: f x = β 1 1 + β 2 - β 3 β 3 + e - x β 4. (33).
Dose response curves were fitted to the data using the sigmoidal fitting function of the program Origin (Microcal), using a logistic equation and a log10 scale for the concentration of Latrunculin B. The half maximal inhibitory concentration (IC50) was estimated from these fits.
Curve fitting is performed using the five-parameter logistic fit provided in SoftMax Pro v5.2 (Molecular Devices, Sunnyvale, CA).
Fitting is performed using the least-squares fitting routine lsqcurvefit.
Curve fitting of three-phase linear, Gompertz, logistic, and Richards models was done using the curve-fitting tool of Matlab 7.0 (Math Works, Natick, USA) with which 95% confidence limits (CL) for growth parameters and r, RMSE, and sum of square error (SSE) of fit were calculated.
Trees were reconstructed using the best-fitting evolutionary model.
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