"category information" is correct and usable in written English.
You can use it when referring to a particular set of data or information that can be organized into groups or categories. For example, "The survey results provided a wealth of category information that we can use to form our conclusions."
Yet, it remains elusive how the category information is encoded in the brain.
The absence of category information distinguishes data clustering (unsupervised learning) from classification or discriminant analysis (supervised learning).
For example, Samuel Barber, Gloria Estefan and Fatboy Slim all wind up in the "Crossovers" category, information that will no doubt prove invaluable to... future Zagat editors.
Meyers, E.M., Freedman, D.J., Kreiman, G., Miller, E.K. & Poggio, T. Dynamic population coding of category information in inferior temporal and prefrontal cortex.
We also present an approach that attributes 3D point clouds with semantic information (e.g., object class category information), which enables more effective data processing, analysis, and visualization.
Derived attributes of artificial and regular were predicted by technological or natural category information, respectively, while beneficial and unnecessary were not.
More generally, the activity of a few hundreds of such neurons contained robust category information, as demonstrated using a classifier on Caltech 101, ETH-80, and MNIST databases.
While many classical studies have sought the category information in the across-trial-averaged activity of neurons/neural populations, several recent studies have observed category information also in the within-trial correlated variability of activities between neural populations (i.e. dependent variability).
Together, our findings indicate that both feature and category information are important for the organization of object knowledge although the exact nature of those organization principles is an important question for future research.
The algorithm does not consider the category information of the samples when calculating the neighbor distance.
Category Information indicator UX indicator UX questionnaire Wayfinding aids Clarity of wayfinding aids Identifiability 1.
