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Then, we prepared the training set for 100, 200, 500, 1000, 2000, 5000, and 10,000 subjects randomly from the entire training set (29,097), and the test set was unchanged.
MM prepared the training sets for eukaryote models and performed eukaryote hit validation with promoter analysis.
Claire Morier-Genoud: conceived and designed the study, prepared the training and gave the lecture, collected the data by interviewing the patients, participated in the statistical analysis and the interpretation of the data, and wrote the manuscript.
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To prepare the training and testing data sets, some experiments were performed.
A semi-automatic and scalable sequential clustering technique is presented to group ligatures into clusters to prepare the training data.
► To prepare the training data set for ANN, the transient stability analysis has been performed to solve the minimum load shedding for various operation scenarios without causing tripping problem of cogeneration units.
Instead, in preparing the training course, Wilson drew on his knowledge that critical breaks in railroad systems could disrupt the entire system.
To be honest, it is time-consuming to prepare the training data and then train a cascade classifier for specific application.
Recall that we used a rather simplistic rule to automatically label the samples in the synthetic methylome when preparing the training and testing samples.
Following the same strategy used for preparing the training datasets, 32 likely non-binding phosphosites were selected as BLIND negatives (Supplementary Table S4).
Second, in the 2013 BioCreative IV GO task (http://www.biocreative.org/tasks/biocreative-iv/track-4-GO/), a challenge event for tackling a major bottleneck in biocuration (52), we plan to use the BioC standard to prepare the training and test data that consist of both full-length articles in PMC and associated human annotations (GO terms with evidence sentences).
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