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What if, instead of having a one-size-fits-all model, we instead had calibrated the model based solely on data from immediately in advance of past Iowa caucuses?
But as more data and more data providers flood the market, a competitive position based solely on data becomes impossible to defend.
Roper hosts secondary datasets based solely on data from the archive or on data from the archive combined with publicly available data.
The main contribution of this work is the design of a novel gesture recognition system based solely on data from a single 3-dimensional accelerometer.
This paper suggests an efficient data-driven approach to optimal setting of decision thresholds for a PEM fuel cell system based solely on data acquired from the system in reference state of health (i.e. under fault free operation).
Based solely on data logged by the phones, we have successfully shown that after two months logging it is possible not only to predict behavior, but also to infer friendships, differentiate demographics, validate survey responses, and even quantify the dynamics of an organization.
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We try our algorithm on three different data sets, and show its advantage over: (1) a logistic regression model based solely on public data, and (2) a differentially private distributed logistic regression model based on private data under various scenarios.
Composition data have been used in conjunction with rate data due to the high correlation between estimated parameters based solely on rate data.
To test the accuracy of this system at determining bacterial infection, based solely on demographic data, the program was given the remaining 24 patients' information.
We obtained all of our patient information from our Electronic Surveillance System that is based solely on source data available from regional and provincial databases [ 11].
It is widely assumed that a huge amount of sequence data and the approximate rate constancy of sequence evolution [16] make molecular estimates more reliable than those based solely on fossil data.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com