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Likewise, multivariate classifications based on polar-oriented images delivered the lowest error rates.
Three separate multivariate classifications were carried out to (1) discriminate between which of two target positions in a single room the participant was standing ("pairwise"), (2) discriminate between all four target positions in a single room ("four-way"), and (3) discriminate between which of the two room environments the participant was in ("environment").
When multivariate classifications were conducted in which information could be integrated across the anterior and posterior temporal cortices, increases in activation in anterior regions were shown to be maximally discriminative in classifying intelligible speech, again indicating the relative importance of the left anterior STS.
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Sample sites were allocated based on a multivariate classification of landscape attributes.
Multivariate classification methods based on machine learning techniques are available via the TMVA package.
Among traditional classifiers, discriminant analysis is probably the most known method and can be considered the first multivariate classification technique.
A user-oriented overview of some widely applied methods in exploratory data analysis, multivariate classification, and multivariate calibration will be given – avoiding any detailed mathematics.
Statistical relations between road characteristics and speed indicators were explored using multivariate classification methods and regression models.
Multivariate classification models were applied to recorded data in 30-minute epochs of time to predict crises between 15 and 360 minutes in the future.
We used category-based (faces vs. scenes) multivariate classification of electroencephalography signals to determine if individual target items were successfully retrieved or suppressed.
This novel approach combining spectral data from different depths in multivariate classification can improve soil classification and survey in a cost-efficient manner, supporting sustainable use and management of tropical soils.
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