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The algorithm has a worst-case complexity of O q(n1+ n2)/ p), where q is the number of experimental spectra, p is the number of mappers and n1 and n2 are the sizes of the database and spectral library, respectively.
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The increasing use of high-throughput technologies multiplies the amount of data generated per experiments and rapidly increases the sizes of the databases.
But the unwieldy size of the database raises doubts.
But, some doctors say, no matter the size of the database, such comparisons don't make sense.
Of course, these calculations are computationally expensive, depending on the size of the database and the size of the visual words.
The response time performance can be further improved as the size of the database is increased.
So that is a one to n, with n being the size of the database, and in India n is 1.2 billion, assuming everybody's already in.
Due to the large size of the database, the videos are not held locally at Columbia, but are uploaded upon request to a Columbia server.
The new data doubles the size of the database, which is crucial to Biden's project and to President Obama's Precision Medicine Initiative.
The issues discussed include the size of the database for training a neural network, database enlargement for training a neural network, and extrapolation based on modelling results.
He sets out the case mathematically and claims that due to the size of the database and the number of comparisons being made "full profile chance matches (adventitious matches) are now actually expected to have occurred".
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