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And these attributes validate the subset of problematic attributes (As obtained by applying association rules i.e. PredictiveApriori algorithm).
Therefore, applying association mapping in maize (Zea mays ssp. mays), the most diverse model crop species, to study the genetics of CCM is a particularly attractive system.
Applying association rule mining, we were able to identify 188 rules (provided in Supplementary Material S1) that lead to secondary phenotype hypotheses for 244 Sanger-MGP genes.
Later, Nikfarjam and Gonzalez [ 26] extended the above work by applying association rule mining to detect prevalent patterns concerning opinions about drugs.
This has led to considerable interest in applying association mapping to understand the genetic basis of these as well as other traits of medical importance.
In our previous work [ 14], we reported the discovery of multivariate phenotypes by applying association rule mining over 52 anthropometric and biochemical traits in Korea Association Resource (KARE)[ 15] population.
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But the standard caveat applies: association does not prove cause and effect, and there is always the chance that the mentally active people who never got Alzheimer's simply had healthier brains to begin with.
In our study, we applied association rule mining algorithm on different groups of accident locations.
We also applied association rules to evaluate the CHPs co-prescription patterns.
For instance, Yi et al. [ 4], applied association rules and SVM on an insurance company database to classify the applicants as standard, substandard or declined.
In the last years, a number of large-scale SNP discovery projects have been carried out in crop plants to apply association analysis to crop genetic improvement [ 18- 22].
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