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The IBM team may need your help to refine the ideas so they may ask for more information or feedback. The product management team will then decide if they can begin working on your idea. If they can start during the next development cycle, they will put the idea on the priority list. Each team at IBM works on a different schedule, where some ideas can be implemented right away, others may be placed on a different schedule.
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Some ideas can be implemented at IBM, while others may not fit within the development plans for the product. In either case, the team will let you know as soon as possible. In some cases, we may be able to find alternatives for ideas which cannot be implemented in a reasonable time.
Currently, the computation methods available within SP for profiling attributes is limited. For example, for calendar profiles all that is available is: average amount, frequency, total amount . Standard Deviation is available for this category of profiling attribute by activating it under General Setting.
However, Standard Deviation is not available for counter profiling attributes as well as popular percentiles such as 25th, 50th (median), 75th, 95th, 99th.
Currently, if the user needs to calculate the percentiles, they have to download the data, calculate the percentiles and then make a decision on how to tweak the rule. However, having these metrics available in SP will make calculations more efficient and faster. Also, having SD makes decisioning based on statistical ranges possible which is not currently possible. Last but not least, the analyst can monitor changes in percentiles overtime which is an indicator of the behavioral change of the customers and users.
All of the above, gives the analyst more tools to create more complex tools in order to create rules.
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