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DEVICE FOR COMPUTING FUNCTION: X EQUALS SQUARE ROOT FROM SQUARED A PLUS SQUARED BCHEKUSHKIN VSEVOLOD V,SU
The model was applied to predict monthly runoff at the Takamura hydrological station. The obtained results include a root mean square error (RMSE) of 30.6601, a mean absolute percentage error (MAPE) of 4.6906%, a mean absolute error (MAE) of 15.2344, a mean correlation coefficient squared (R2...
Chi-squared stats,ANOVA using f_classif,Univariate Linear Regression Tests using f_regression,F-score vs Mutual Information,Mutual Information for discrete value,Mutual Information for continues value,SelectKBest,SelectPercentile,SelectFromModel,Recursive Feature Elimination,Extra Trees model 4.Feature ...
ContextDepressive symptoms are associated with development of type 2 diabetes, but it is unclear whether type 2 diabetes is a risk factor for elevated
(M) was estimated as the squared correlation coefficient (r2)58, while physical distances were computed as the pairwise Euclidean distance between SNP marker positions on RefSeq v1.0 of Chinese Spring41. Efficient correlation computation was performed using the bigcor() function implemented in the ...
”AutoStepfinderselects the next step fit (Rnext) based on a ranking system, choosing the step that yields the largest reduction in σ2. This ranking system is based on the expected squared relative accuracy, which can be defined as:Rnext=Δ21NL+1NR,where Δ corresponds to the step ...
Mediation of treatment effects by hot flush beliefs and behaviours, mood, stress, quality of life and frequency of HF/NS defined by skin conductance rises will be explored using a two stage least squared method in Stata [67]. Moderation by optimism and somatisation is also tested using ...
Approximately 31% of diabetes patients are treated with insulin7 specifically, 15.4% ± 1.4% use insulin only, while 13.6% ± 11.1% use insulin plus oral medications8. Daily multiple injections can be painful and distressing9, resulting in poor compliance10. This complicates the ...
(average AUC from repeated 10-fold cross-validation = 0.770; Table2). Hosmer-Lemeshow plots indicated a better calibration of the comprehensive model than the other two models (Nagelkerke pseudo-R2 = 0.23,Pvalue of Pearson chi-squared goodness-of-fit test = 0.68, Supplementary ...