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The data set information and the sizes of whole training data set and labeled data set are detailed in Table 1.
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The data set includes information for 200 executives at 199 companies with annual revenue of at least $7 billion.
The data set includes information for the 200 highest-paid chief executives at public companies with annual revenue of at least $1 billion.
The data set contains information for 1,188 immigrant women living in partnerships during the relevant years.
The data set contains information on all public schools, students, and teachers in North Carolina.
The data set contains information on all public schools, teachers, and students in North Carolina.
The data set contains information on the full population of pupils in the form 9 cohorts graduating in 2002 2009, that is, roughly 480,000 pupils.
In total, the data set contains information on 10,187 respondents of Level 4 education programmes offered through the school-based learning route, clustered into 79 education programmes.
As the data set includes information about disability pensions, we use the receipt of this pensions as a control for poor health.
Each data set is associated with metadata, which contains structured information of the data set.
Fig. 9 Relation between information loss with size of the data set similar pattern can be observed for Information loss with respect to data size, by varying (beta) and (gamma) Fig. 10 Interpolate curve between information loss and size of the data set: estimated Information loss according to number of data records for given (beta) and (gamma) equal to one.
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