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While the original prediction model usually has been developed on a large data set, redevelopment then often occurs on the smaller validation set.
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In this study, four standardized individual diagnostic models were developed based on a large amount of data that were acquired from various Oriental medical clinics for the four diagnostic components: face, body shape, voice, and questionnaire responses.
Several nonprobabilistic IBD-detection methods have been developed for use on large data sets.
A correlation for mass flow rate prediction was developed based on a large amount of experimental data.
We have developed a large replicate data set, based on gene expression in a single pool of primary trophoblast cells.
We have developed a large replicate data set, based on gene expression in a single pool of primary placental trophoblast cells.
The growth of data breaches in recent months and years is in large part because of the new generation of smart malware being developed on a daily basis.
Prediction models are more likely to be reliable and useful in practice when they are developed using a large, high-quality data set; based on a study protocol with a sound statistical analysis plan; and validated in independent data sets.
In addition, we have developed a new large memory data recorder equipped with a data search function based on the observation time with respect to the orbital data generated in large quantities.
Most methods to assess ecosystem services have been developed on large scales and depend on secondary data.
Second, we develop a general information-theoretic algorithm for pruning the underlying Jelinek-Mercer interpolated LM used in, which substantially reduces the size of the LM, enabling us to train on large data.
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