Such changes result in the prolonged vegetation period, increased sum of temperatures and mostly, decreased sum of precipitations.
Different architectures of these networks are able to surpass the best result of regression analysis in training and test, providing higher correlation coefficients, regression lines with absolute values obtained from computed tomography closer to the line of identity, decreased sums of absolute and squared deviations, and higher measurement agreement.
As a representative, the widely used k-means clustering begins with an initial set of randomly selected centers and then iteratively refines this set to decrease the sum of the squares distances.
The best response was defined as the greatest percentage decrease in sum of total SUVmax compared with the total sum at baseline scans.
(1) complete response (CR), (2) partial response (PR, 30% decrease in sum of baseline), (3) stable disease (SD) and (4) progressive disease (PD, new lesions or 20% increase in sum from nadir).
Despite short school travelling distance, short study duration and non-perfect compliance among the participants included in our ITT-analyses, a significantly decrease in sum of Z score was found in the intervention group compared to the control group.
Correlations between baseline value and maximum per cent change of plasma marker and efficacy parameters of interest, including maximum decrease in sum of the longest diameters of target lesions from baseline and PFS, were analysed using Spearman's rank correlation coefficient.
Data transformation improved the diagnostic power of the best linear combinations for both the LDA and DF approaches by decreasing the sum of false negative and false positive rates.
The modified Scherrer equation is advantageous for decreasing the sum of absolute values of errors, ∑(±Δln β), and producing a single line through the points to give a single value of intercept ln kλ/ L) [ 22].
However, effective porosity estimated by inverse modeling may not be optimal despite reasonable spatial patterns and substantial decreases in the sum-of-squared error.
Clinical assessment was performed using RECIST criteria [ 23] as follows; complete response (CR) : disappearance of lesions at 4 wks, partial response (PR): 30% decrease in sums of longest diameters at 4 wks, stable disease (SD): neither PR nor PD criteria met, progressive disease (PD): 20% increase in sums of longest diameters.
