The project experimented with a number of different methods, including factor analysis, discriminant analysis, an assortment of clustering algorithms, and hidden Markov models.
32.
This is an example of the so-called kernel trick, which can be applied to linear discriminant analysis, as well as the support vector machine.
33.
Putative hybrids showed lower distances to white spruce from the canonical discriminant analysis, whereas they showed lower distances to putative Engelmann spruce from the genetic distance analysis.
34.
The BCI system used 27 electrodes overlaying the sensorimotor cortex, weighted the electrodes with Common Spatial Patterns, calculated the running variance and used a linear discriminant analysis.
35.
However, ANOVA and regression analysis give a dependent variable that is a numerical variable, while optimal discriminant analysis gives a dependent variable that is a class variable.
36.
The softmax function is used in various multiclass classification methods, such as multinomial logistic regression, multiclass linear discriminant analysis, naive Bayes classifiers, and artificial neural networks.
37.
"' Multiple Discriminant Analysis "'( MDA ) is a method for compressing a multivariate signal to yield a lower-dimensional signal amenable to classification.
38.
LDA can be generalized to multiple discriminant analysis, where " c " becomes a categorical variable with " N " possible states, instead of only two.
39.
Results from discriminant analysis indicated that using either the individual scores or couples'scores, happily married couples could be discriminated from unhappily married couples with 85-95 % accuracy.
40.
The Euclidean metric ( Principal Component Analysis ), the Chi-Square distance ( Correspondence Analysis ) or the Generalized Mahalanobis distance ( Discriminant Analysis ) are among the more widely used.
