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Multivariate logistic regression was used on these data to develop a risk prediction model for mortality.
Chemometric classifiers were then used on these data and the same data after peak picking using intensity weighted variance.
Non ML methods were also used on these data sets using MEGA version 3.1 [ 79], parsimony, and Neighbour Joining with the LogDet distance, in an attempt to overcome the problem of mutual attraction of the branches which have the same compositional bias.
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After imputation, sensible rounding [ 20] was used on these variables to prepare the data for analysis.
Linear discriminant analysis [37] is used on these sets of 'positive' and 'negative' data to determine 16 linear discriminant functions (LDFs), one for each of the 16 subsets.
In the recent years, global entities like UN Global Pulse have published reports on use of these data for such purposes [4], and telecommunication companies such as Orange and Telecom Italia have set up data challenges for scientists to study CDRs for development purposes [7, 8].
Further details on use of these data to estimate exposure in the NCC are presented elsewhere (Stepanova et al. 2008).
If her thesis and degree rely on the use of these data, and Susan was counting on their use, then Centrifuge has the obligation to find ways to help her finish her thesis and degree.
Due to the high spatial and temporal variability of rainfall in mountainous regions and the large areas vulnerable to debris flows compared to the coverages of these observations, there are, however, restrictions on the use of these data for large regions to provide early warning of debris flow events operationally.
25 26 In response to pushback, including from 33 drug companies or pharmaceutical industry associations, however, the EMA has imposed severe restrictions on the use of these data along with confidentiality agreements while making the data available only to registered users in a "view on screen only" mode.
Learning curves for ID3 used on data generated from these universes are estimated from trials.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com