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Our main discriminative variable was chest radiography.
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Spraying was then the best discriminative variable for this node, Anopheles density being the highest (3.4/house) when houses were not in treated areas.
For comparison purposes, a simple model based on a unique variable was employed, named "one-rule", selecting the most discriminative variable, based on a univariable logistic regression fit.
Generally, when using MVPA approach to decode the mental states or stimuli, a set of discriminative variables (e.g., voxels) is first selected.
As variables entered as single variables in a model, the most discriminative variables were (in order) thickness, Clark's level and metastasis.
Compared to commonly used methods, ECD produced highly discriminative variables when the number of samples was small.
The method identifies and selects highly discriminative variables from high-dimensional data space based on a statistical analysis of paired samples when the number of samples is small.
Shin movements were clearly the most important discriminative variables followed by head movements based on either mean square error or Gini coefficient criteria.
QDA tends to perform best on multinormal data although it can be influenced by non-discriminative variables which show a difference in variance.
The main dependent variable is CSR.
The main independent variable is ownership concentration.
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