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In the latest BattleFin competition, called the Big Data Combine, 382 teams from 43 countries have been given a data set of stock market prices with some closing prices missing.
I clearly remember when I took inferential statistics, I was given a data set, Google report, for a year.
Given a data set, the approach begins by building a low-complexity, linear model composed of explicit non-linear transformations of the independent variables.
Given a data set, model selection involves finding the statistical model that best captures the properties and regularities present in the data.
This adaptive learning capability of the model is very beneficial for developing high accuracy prediction models given a data set for training [49].
The experimental setup was designed as follows: Given a data set with active compounds, the most active compound was selected as query structure for the experiment.
Query Workload Given a data set, we randomly select (10sim 20) labels and generate three types of query graphs: star-shaped, path-shaped and circled graph.
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Schulte frames the problem of induction in information-theoretic terms: given a data-stream of observations of non-unicorns (for example), what general conclusion should be drawn?
Typically, given a data-flow description, the high-level data-flow synthesis tools perform high-level restructuring and data-flow transformations to produce an optimized architectural implementation.
Given a data-set, several competing models may be ranked according to their AIC.
This gives a data table, a data matrix denoted by X, which then is analyzed.
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CEO of Professional Science Editing for Scientists @ prosciediting.com