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The same weights were then applied to the hydrographs in validation mode, and the Nash Sutcliffe Efficiency metric was measured between the averaged and observed hydrographs.
Principal component (PC) analysis and multinomial logistic regression were used to classify 291 soils (202 in calibration and 89 in validation mode) at the levels of order (highest), suborder (second highest) and suborder plus textural classification (STC).
Xwalk can run in two modes (Supplementary Material), namely in validation mode in which Xwalk verifies experimentally measured cross-links on an existing protein structure, or in production mode, in which Xwalk reports a list of in silico predicted theoretically possible virtual cross-links (vXL) that might be observed in a cross-linking experiment.
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We first demonstrate that breakthrough curves for a column containing solid glass beads exhibit non-Fickian transport, quantifiable both in fitting and validation mode by a CTRW based on a power law transition time distribution.
In the pruning analysis, the number of trees was reduced from 5 to 1, and AUC values were calculated for the Tokyo datasets in cross-validation mode, in addition to the Kyoto and Seoul datasets (Appendix E (Additional file 1)).
This procedure is performed in cross-validation mode meaning that in each step of the validation process the ensuing leave-one-out posterior predictive distribution is calculated.
Figure 16 Validation mode. Figure 17 Guided validation (experiment 1). Figure 18 Normal validation (experiment 2).
LIBSVM produces no model in cross-validation mode.
They refer to the testing data not taking part in learning in tenfold cross-validation mode and correspond to the application of two abovementioned classifiers associated with different sets of input attributes (without selection and selection made by FCBF, CFS, and Fisher).
Recent results show a sensitivity of 83.06 % and specificity of 90.05 % of cascade classifiers in tenfold cross-validation mode for recognition of melanoma in clinical images [11].
The execution of the lda function 50 times in LOO cross-validation mode for each of the datasets (unimodal or integrative according to the different imputation schemes) enables measurement of the accuracy of the predictive model for the case of melanoma class.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com