Moreover, interoperable BIM tools allow the semi-automatic review of design compliance against normative texts, improving accuracy and reliability of the validation process.
The spatial structure model was moderate for TDS and EC, and very strong for the other groundwater parameters, indicating high accuracy in interpolation. the cross validation process (jackknife and residual analysis) was performed to validate the variogram theoretical model.
The final CCI value was calculated based on the average of all the prediction accuracies observed during the tenfold validation process.
The accuracies obtained by the classifiers during validation process, i.e. the number of hyper-brain networks classified correctly as DD or non-DD out of the 30 validation patterns, are respectively: 27, 22, 26, 24 for the Theta, Alpha, Beta and Gamma frequency band.
The final CCI value was calculated based on the average of all the prediction accuracies ob-served during the tenfold validation process.
The reproducible outcomes and validation process further supported the accuracy of the computational model in assessing the correlation among descriptors involved with substrate affinity to BCRP polymorph.
Accuracy has been selected for evaluation of predictive performance of a single validation process, whereas a coefficient of correlation of accuracies obtained across 10 repetitions is established as a measure of learning stability.
The last part of the validation process was to calculate the accuracy level of the ordinal logistic regression model.
In this study, next validation process of showing the level of accuracy of the LSM is by calculating the ratio of landslide data for validation that falls into each susceptibility class (Fig. 4).
After a ten-fold cross validation process, the classification algorithm yielded results on accuracy which are depicted in Table 3 (stage 1).
This is a common error in model validation, because this circular validation process doesn't give you any information about the accuracy of the algorithm.
