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where f= [f1,..., f n ]' represents the unknowns, g= [g1,..., g m ]' the observed data, ϵ= [ϵ1,..., ϵ m ]' the errors of modeling and measurement and H the matrix of the system response.
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Layer-wise plate models are adopted to provide quasi three-dimensional stress field and to limit the error of modeling.
Besides, repeatability errors of models' velocity and angular velocity controlled by the release mechanism remain small, satisfying the measurement requirements.
The largest errors of models were calculated using ECFP4, MolPrint and Inductive descriptors, which had a cross-validation RMSE of >50 °C for the training set.
3) For each (s_i) use cross-validation or validation errors of model (M_i) to build uncertainty intervals following steps described below in Sections 3.2.2 and 3.2.3.
For each (s_i) use cross-validation or validation errors of model (M_i) to build uncertainty intervals following steps described below in Sections 3.2.2 and 3.2.3.
To decide the optimal number of probes that are needed to impute the full expression profile of each sample, we computed the model fitting errors of models using between 10 and 100 probes.
The error e[ n] whose instantaneous amplitude is absolute error of modeling is also an AM-FM signal: e [ n ] = ε [ n ] A [ n ]. (16).
Figure 4 Residual error of model as a function of sampling time.
This equation guarantees the error of model-based CS to be the same as conventional CS.
This clearly indicates how beneficial the preprocessing methods are in reducing the error of models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com