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Four days of datasets were employed to develop the model and one day of dataset was employed to test the prediction accuracy.
Four, publicly-available datasets were employed to perform our analysis: Bild et al. (GSE3143) [9], Wang et al. (GSE2034) [10], Ivshina et al. (GSE4922) [11], and a large cohort of samples from the Duke tumor bank (GEO accession user name: ander118, password: IGSP).
None of these three datasets were employed to derive the 127 gene signature.
Low resolution liquid chromatography (LC -MS/MS datasets were empLC -MS/MSexperimentally validatasetse annotations and high resolution LC-MS/MS datasets were employed to accuratexperimentallyost-translational features as described below.
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Rotating machinery datasets are employed to demonstrate the effectiveness of the proposed method.
The case study on a practical retail business, a number of customer purchase record datasets is employed to show our design ideas and explain working principles of the proposed data mining engine.
When coarser datasets are employed to analyze malnutrition at the micro level, the living conditions of the surveyed people may not be represented accurately [ 24].
Both theoretical probability distributions as well as gene expression datasets are employed to demonstrate that the proposed tail approximation strategy leads to an accurate estimation of the correct P-value using far fewer permutations compared with the standard empirical approach.
A mixed multinomial logit model for each dataset was employed to examine the contributory factors.
The train dataset was used to build/simulate the model and the test dataset was employed to evaluate the performance of the built model.
The validation dataset is employed to validate the final model for accuracy and to predict the limiting velocity required to prevent sedimentation in sewer systems.
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