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The remaining data objects were randomly divided into a small data sample consisting of 60 objects and large 'oracle' data set (consisting of 939 objects).
The available data were split into a small data sample (n = 60) and a large 'oracle' data set (n oracle = 939) that was used to check the results of the double cross-validation with a large independent test set.
Secondary data were essential at this level of analysis to enhance the completeness of the findings from seven semi-structured interviews, which, in total, result in a small data sample for only five pilot projects.
The nonprofit Institute for Children Poverty & Homelessness released the research, which relied on a small data sample of high schoolers in New York City collected by the Centers for Disease Control in its 2015 Youth Risky Behavior survey.
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The process was then repeated iteratively with a smaller data sample DsIncr from Ds.
At least in the data world, simple algorithms on more data seems to yield better results than complex algorithms on a smaller data sample, notwithstanding some exceptions". 2. Simplify data analytics for end users.
The process was then repeated iteratively with a smaller data sample DsIncr from Ds which was docked and labeled, and the model was re-trained until it reached an acceptable efficiency.
But if the same retailer wants to know what percentage of social media comments on a particular product are negative, a very small data sample is sufficient.
There are at least two problems that may occur in a study: missing values and small data sample.
Due to the relatively small data sample, a test for normality was performed, using the Shapiro-Wilks test.
In a second 'heavily repeated' partitioning experiment the partitioning in 'oracle' and small data sample was repeated 400 times.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com