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Networks based on all models were able to distinguish the two types of visual motion, and generalised successfully to unseen exemplars.
To evaluate the relative importance of single parameters we performed a model average calculation based on all models with a Δ value < 4 (Δ AIC = AICc specific model minus the AICc from the best fitted model [lowest AICc]; [ 65], but see also Additional file 3).
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We study the folding mechanism of an analog of the C-peptide of ribonuclease A in explicit water by a replica-exchange multicanonical molecular dynamics simulation based on all-atom models.
Hence the need for this thesis is to be based on all the three models in order to achieve a comprehensive view.
In the tree model based on all predictors (Model 1), the following predictors were statistically significant: HOMA-IR, HDL, and fasting glucose resulting in an aROC of 87%. Figure 1 depicts the classification tree model using these predictors.
Each base model would provide predictions using a SVM evaluation function, and the overall prediction based on all the models would be combined to achieve better results.
The probable maximum floods (PMFs) estimated based on all three models are also compared.
Curves fitting for the envelopes of equivalent values (GCpn)eq in the format of ASCE 7-10 are introduced based on all tested models.
Among women, walking speed decreased with increasing quintiles of blood lead, and the highest quintile of lead was significantly different from the lowest based on all four models (Table 2).
Multinomial logistic regression based on all components of model 2 and 3 resulted in a combined model with 9 independent analytes (Table 3 Model 4).
Based on MAE, all models were generally similar, with KPLS showing a slightly greater inaccuracy.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com