In this mode of operation there is no learning, thus when an record of a particular modality is presented to the system, it will activate the closest matching category (in its unimodal ART), which through the tensor (mapfield) will activate any (and all) matched categories of any modality which can then be traversed further in either depth or breadth first fashion.
Korpi and Tåhlin (2009) track education, wages and wage growth in Sweden over the period 1974 2000 and find significant differences in returns to education across matched categories even after that variation in ability is taken into account.
The comparison of the above signatures as well as the fused result using Dempster's rule of information fusion are shown in Tables 4, 5, and 6 in terms of different top n matched categories.
The comparison of the above progressive approaches in terms of different top n matched categories are shown in Tables 1, 2, and 3. We can observe that, incorporating the information in either retrieval stages will progressively improve the retrieval performance.
The attribute matching achieved similar performances on the matched categories.
The attribute matching achieved similar performances on matched categories, while the performances were reduced on discrepant categories.
The overall performance was 95.6%/86.6%/91.0% (precision/recall/F-value) on the matched categories and 42.2%/64.6%/51.0% (precision/recall/F-value) on the discrepant categories.
The overall F-value on the matched categories was 95.3% (precision 98.1%, recall 92.8%), higher than 64.7% F-value on the discrepant categories (precision 53.4%, recall 81.8%).> -wrap-foot> P indicates precision; R recall; F F-value.
According to the KOG database much of sequence data matched categories of 'general function prediction', which means that these transcripts show homology to transcripts that are poorly characterised according to the NCBI.
In the case (ii) of Theorem 7.17, note that by induction, the matching category M i) for any (i in I) is an ordinal category [n].
