]Analysis: 2. level: COCO-STEP
COCO-STEP Consistency control
A special variant of the multi-stair analyses of COCO is the consistency control. Consistency is a method of verification, where the analyst expects multiple partial results to fit together (like puzzle). This method may make obsolete, or complement the classic test-based (that lead to learning pattern losses) control methods.
There is no overall procedure for evaluating consistency: the simplest way is to consider that state the most consistent, which is able to integrate the most fragments without inconsistencies. The more the number of the examined consistency-figures (which, of course reduce the real-time nature of the analyses), the more chance there is to find alternate solutions. The number of consistency-figures is theoretically infinite. For detailed information, check the introduction chapter on the site (CHF/HUF, consistency-factory).
All X be Y: A well automatable case is, where each variable of an OAM serves as Y. In this case it can be revealed which attributes don't fit to the rest: e.g. how can it be, that based on subregional data, taxation and work data can be derived with a correlation value 2-3 times higher, than it can be done in case of drainage-supply? (In MY-X FREE, this kind of program executions can be done only manually.)
Manual analyses: If consistency is not context-free, then the analysts are obliged to work out the questions, run the models and interpret the received results on their own (e.g. stock market forecasts: the probable maximum/minimum of the next period, the distance between max and min, its fluctuation, the anticipatory duration of max and min, etc.). Of course, based on multiple unique consistency analyses, the common elements of these can be automated even on the level of interpretation...
1000+1: Among the fables, there is the case of the sultan and his five court scholars. The lives of the scientists can be saved by multi-layer similarity analysis. Considering the experiments done with sultan objects, and data of these the attributes, there is a chance to guess some of the characteristics of the sultan's function...
