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That data is reserved for all kinds of secret hard drive needs, the kind of thing we don't talk about on family blogs like this one.
Ideally, a measure of accuracy for algorithms that predict coevolving residues would measure deviations from a validated dataset, just as some data is reserved in machine learning problems in order to train a classification or regression algorithm.
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Why should this high level of fluency in customer data be reserved for the rich and high tech?
The 80% of the data was reserved to training and the remaining was used for testing of the model.
The evaluation record from an individual's transaction data was reserved if its frequency was higher than the given threshold.
Approximately 5% of the data were reserved for Rfree.
We used SEER incidence data from calendar year 1973 2000 for model calibration; 2001 2005 data were reserved for validation.
3. Patient validation: A subset of the clinical data was reserved for patient validation.
A randomly selected 5% of data were reserved for the Rfree calculation.
Eighty percent of the data was reserved, at least for the setting of the threshold, to make the data more representative.
Oversampling of active compounds was included in data set generation to balance the training of our models, and an independent data set representing a randomly selected 10% of the experimental HTS data was reserved for model cross-validation purposes.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com