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Rather than fixing the kernel parameters with cross validation or other methods, we introduce a novel approach that simultaneously performs model selection together with the test of accuracy and testing confidence levels.
The continuously blindfolded subject BcSc initially had higher accuracy than BtSc; both exhibited improvement (BcSc: r = −0.89, p = 0.058, prep = 0.87, d = 3.90), though BtSc had a higher correlation between accuracy and testing session (BtSc r = −0.97, p = 0.017, prep = 0.93, d = 7.98).
The model's training accuracy and testing accuracy are defined as the percentage of correct classifications in the corresponding data sets.
(b) Parallel coordinates plot: the number of markers selected, training accuracy, and testing accuracy over cross-validation datasets are presented in a parallel coordinates plot.
(4) Graphical output: (a) Overlay line graph: the curves of training accuracy and testing accuracy are overlaid in a plot (the horizontal axis is the number of markers in the model and the vertical axis is the value of the accuracy) by cross-validation datasets.
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The numerical method is benchmarked for accuracy and tested using two-fluid one-dimensional soliton problem and electromagnetic shock problem.
Therefore, it is necessary to demonstrate the quantitative accuracy and test the variability between scanners on mMR, especially since this has not been done.
Despite unique clinical challenges in quantification and interpretation of infectious lung diseases, researchers need to develop small animal models of infectious diseases in order to study immunopathogenesis, enhance clinical diagnostic accuracy, and test possible treatment strategies [1, 11, 12].
Satisfactory leave-one-our cross-validation accuracy and test accuracy was achieved.
The parameter β allows for an association between test accuracy and test threshold.
Please pay particular attention to the critique on the method description, accuracy and tests.
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CEO of Professional Science Editing for Scientists @ prosciediting.com