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The model produced is not only relevant to olfaction, but also has broad applicability to the field of biological sensing.
Moreover, the model produced is readable, as it is made of association rules, can be debugged and even manually tuned if needed, by modifying or deleting specific rules.
The patient-independent model produced is robust to a seizure-channel connection usually observed in patient-dependent seizure detectors which implies that the system does not expect a seizure to happen in a particular channel (Runarsson and Sigurdsson, 2005).
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The processing performance, such as the spot diameter produced, was investigated using the analysis of variance (ANOVA) method, and the model produced was discussed (Sivarao et al. 2013b).
The potential value of the model produced was explored with stakeholders.
The signals that the model produces are in line with the parameters from the experiments from mouse cardiac myocytes.
Two models produced were the Log Logistic Three Parameter (3P) (using all data including outliers) and Generalized Gamma distribution (excluding outliers).
The models produced are aggregated using the mean of self-assessment prediction.
The suite of 50 models produced was analysed and screened for model optimization purposes.
The pharmacophore models produced were evaluated qualitatively through visual inspection and according to their ability to generate the target pharmacophores.
It is confirmed that the model produced curves are well matched with experimental results.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com