Supervised isometric feature mapping (S-Isomap) was combined with a k-nearest neighbours (k-NN) classifier and k-means clustering algorithm to perform categorization of viscosity of new formulations, not used to train the model.
In computer networks, classification algorithms can be used to perform categorization of packets into "flows," in a process known as packet classification [32].
In performing categorization with SVM, the weighted bags of Textons of all subregions are concatenated to form a global feature vector.
As a tactical coordinator, participants must perform categorization and prioritization of threats, plan and schedule the application of combat power through retaliatory missile firing, and be alert to any changes made by aircraft in the operational space.
Therefore, if the animals learned whole objects, they would be able to access these objects from Control fragments as well and perform categorization with better-than-chance accuracy.
For instance, the subjects could have learned whole objects during training and, during the subsequent testing, could have performed the categorization task by simply matching the fragment to the most similar whole object.
Inspired by previously published studies [29], [30], [31], which demonstrated that secondary structure stability of target RNA can be used as a predictor of silencing efficiency, we performed data categorization according to this factor.
KGN performed GO categorization and sequence alignments.
To test for differences in perception, separate linear mixed model (LMM) analyses were performed for categorization slope and phoneme boundary, using the generalized LMM module in SPSS, and specifying the identity link function.
