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The model obtained compares well with in situ data.
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The performance of the model obtained is compared to that using a neural network approach.
Moreover, the simulation model obtained is compared with previous analytical models of nonlinearity based on elliptic contact under torsion, and the advantage of the proposed model is demonstrated.
The ROC curves for SAPS 3 and for the model obtained were compared using DeLong´s test.
The model obtained was compared in RASMOL with the structure of the wildtype protein, with results predicting that the amino acid change might affect this region and then modify PALB2 function.
In figure 2A,B, which represents the logistic and random forest prediction models respectively, the vertical axis plots the error measure for imputation on the predictive model, obtained by comparing the predicted classes (Low Risk/High Risk) for each test observation with no-missing values against the predicted class after imputing the artificial missing values.
When the number of genes per leaf increased, so the depth of the trees was decreased, the ts-RF model obtained better results compared to other models on most cases, as shown in Table 7.
We also analyze the channel capacity for the models obtained and compare these capacities to know which model improves channel capacity.
The sensitivity of neurofuzzy models to a number of stopping criteria is investigated and the models obtained are compared in terms of prediction accuracy, model parsimony and model transparency.
We observed that the MCGP model obtained better solutions as compared to the GP model.
The model obtained using ANP can be compared with model obtained through ISM technique and a hybrid model can be formed which can be validated using structural equation modelling (SEM).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com