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Such automation would reduce the necessary and often tedious labor of model building, while at the same time guaranteeing that, for the available data, a quality model is reached.
A drug signature selection algorithm fitting the characteristic of cMap data, a quality control scheme as well as a novel query algorithm based on BRCA-MoNet are developed for more effective prediction of drug effects.
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Before starting exploratory data analysis, a quality check of the Draize eye test data was performed.
Data Quality A Only data with a high level of quality and integrity.
Data underwent a quality control procedure as implemented by us previously [ 45].
That is, patients can choose not to contribute their individual data to a quality register.
However, problems of missing data may be greater when using retrospective case record data, a data quality problem potentially overcome by using prospective collection.
Following critics on the reliability and validity of data, a data quality monitoring system has been developed with controls on a sampling basis [ 18].
These three different data sets are hereafter referred to as Data 12 for a quality level of 12, Data 15 for a quality level of 15, and Data 20 for a quality level of 20.
Based on our data, a high-quality hygienic hand disinfection is not possible within 15 s.
Due to the available data, an explicit quality assessment was not performed.
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