To generalize this, measuring strength of dependence for patterns with more attributes, and attributes with more categories, a method is to use log-linear models.
The road accident dataset and its analysis using k-means clustering and association rule mining algorithm illustrate that this approach can be reused on other accident data with more attributes to identify various other factors associated with road accidents.
Despite the above discussed factors, photo ranking might be useful for helping consumers to identify (at least in a group of pre-selected photos) the ones with more attributes related to a better looking or appealing impression.
For patterns with more attributes than two, one adds more dimensions to the contingency table.
If the modeller assigns the 'core entity' property at a higher level this will result in fewer tables with more attributes.
For example, bioNMF [11], an implementation of NMF for bioinformatics analysis, can only handle matrices of 4096 × 512 (according to the documentation of bioNMF server), and thus would fail to process data with more attributes or samples.
Overall, these are quite good values for the hedonic price studies (e.g., Schamel and Anderson 2003 and Gustafson et al. 2016), indicating, however, that olive oil market is well sophisticated with many more attributes potentially influencing the market values.
With this tool, you can go further and customize the Fontwork object with several more attributes.
In the syntactic approach, a sedimentary facies succession (one-dimensional vertical stratigraphic section) is represented in a string of facies symbols, each of which contains one or more attributes, i.e., a string with attributes in symbolic computation language (Duan et al. 2001a).
