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Recall that most positioning estimate algorithms have the estimation error around 1 unit of radio range.
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The parameters were estimanted in Kuznetsov et al 1991 basically by means of mininmal least squares estimate algorithm.
Then, the alternate optimization of the JMAP estimate algorithm becomes.
A new approach has been proposed to estimate algorithm parameters automatically.
Finally, our use of PBM data to estimate algorithm-defined effectiveness has important limitations.
To estimate algorithm objectivity, we performed the segmentation including centerline positioning twice.
The images were restored based on deconvolution using an appropriately measured PSF with a classical maximum likelihood estimate algorithm (Huygens Professional software, SVI, Hilversum, Netherlands).
It is also likely that the derived date of mRCC diagnosis in patients was set later than the actual date, as it was based on an estimate (algorithm) rather than an observed date.
To estimate algorithm performance on novel samples, we performed leave-one-out cross-validation (LOOCV), in which the top-scoring pair as determined by N-1 samples is used to predict the left-out sample class.
The estimated algorithms were applied to the remaining data sets of images for the validation of the model.
This algorithm has multiple advantages over conventional parameter estimating algorithms.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com