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Most complex projects in the Architecture, Engineering, and Construction (AEC) industries involve multi-disciplinary collaboration and the exchange of large building data set.
The predictive models were built using a model building data set (299 randomly selected interviews).
Using the parameters established with the model building data set, agreement (or not agreement) to a perceived impact subscale was predicted for the testing data set.
As a check for cross-validation, the accuracy with which the models predicted the perceived impact subscale values using the model building data set was compared to the accuracy achieved with the testing data set.
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The sunspot data, Santa Fe data sets A, C and D, and the two building data sets are evaluated in the experiment.
Applying RCR to the four network building data sets, 575 HYPs were evaluated for biological plausibility.
The four building data sets (Supplementary Table 1) were all derived from in vitro experiments done in human or mouse fibroblasts, and represent the response to DNA damage, induction of replicative senescence (RS) and stress-induced premature senescence (SIPS).
In a statement, Delectable founder and CEO Alex Fishman said, "Building the data set of every wine and ensuring highly accurate label recognition are just the beginning of enormous challenges we are addressing.
While this is an interesting, and in many ways very clever, approach to building a data set as a smaller business that is miles away from the likes of a Google in terms of size and scale, this glitch highlights one of the pitfalls of relying on other people's data.
Foursquare has been slowly (and sometimes in leaps and bounds) building its data set, learning the habits of its users, all as part of a quest to offer better recommendations, to help them find destinations that they'll like — and just better explore their worlds.
Google made this huge investment in building its own data set.
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CEO of Professional Science Editing for Scientists @ prosciediting.com