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The DSL engine takes into account these rules during model building by preventing forming illegal relationships.
It proposes model building by means of phenomena-oriented modeling languages.
However, major tasks of feature selection by RF (Additional file 1: Figure S3 and Additional file 1: Figure S4) and model building by SVM (Additional file 1: Figure S5) are performed with the help of inter-connected R nodes.
The workflow, given a target or problem, automatically accesses and processes molecular data, calculates descriptors and fingerprints, evaluates data set modelability, selects optimized set of features by using an established methodology [45] and follows an unbiased standard protocol [22, 44] of QSAR model building by external and internal validation.
Each distance was weighted for importance in model building by the RAPDF score and whether the distance was observed in four or all of the five input models.
The structure was refined to 2.4 Å resolution by iterative model building by the COOT graphics package [27] combined with conjugate-gradient minimization with bulk solvent correction in CNS [28].
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Figure 6 indicates the MSE values on model building data by aggregating different numbers of ELM models.
The Game Board Model Building proposed by Beckley et al. (2012) helps change a specific product but does not provide a framework that can be universally applicable for any product or service.
Model building began by a univariate analysis of each variable.
Automatic model building performed by phenix.autobuild successfully fit 70% of the protein residues.
Model building proceeded by adding, one at a time, univariate predictors of diabetes (P ≤ 0.10).
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