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As could be expected, the initial model showed low predictive ability, the squared correlation coefficient between acd_logd values of test set compounds and the predicted values being (hbox {Q}^{2}=0.501).
An artificial neural network was applied for the multivariate optimization of the adsorption process from the experimental data of the univariate optimization study and the optimized model showed low values of error functions and high R2 values of more than 0.99 for As III T and As V T.
However, the whole model showed low fit with explained variance of 14.7 %.
The model showed low predictive power (McFadden R = 0.1, on single imputation) and low collinearity between predictor variables (variance inflation factor maximally 1.54; 1.31 in average).
Thus, the original Gail model showed low sensitivity, and sensitivity is a required characteristic for a model to be used for decision-making in a screening context.
Similar(55)
The I-V curve of the InSb nanowires based on the M-S-M model shows low resistivity ρ of 0.07 Ω cm owing to the existence of Sb vacancies.
The 4.3 Mb interval of overlap among chromosome 12 loci (RTW07, PC29, 32.38 41.43 Mb F2s) encompasses 12 protein-coding genes, including a gene with a knockout model showing low testis weight and sperm count (Arl4a) (Schurmann et al., 2002), and two genes with roles in regulating gene expression (Meox2, Etv1).
The GARP CVA models showed low accuracy when tested against confirmed locations of invasives due to the large modeling scale.
Three of our six MaxEnt models showed low suitability for large occupied regions of interior India (false omissions), and thus were judged to fail the native range inclusion screen (Table 2).
Both MTLn3 CXCR7 and MTLn3 CXCR4-CXCR7 tumor models showed low numbers of intravasated cancer cells.
However, these models showed low accuracy levels for etiological diagnosis (areas under ROC curve for virus and mycoplasma pneumoniae were both 0.61, P < 0.05).
Related(20)
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