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These collections of data sets satisfy all the characteristics of Big Data (the 5 Vs).
The platform currently incorporates 88 targets from three publicly available collections of data sets: MUV, DUD and ChEMBL.
Using the benchmarking platform, the performance of 14 2D fingerprints covering dictionary-based, path-based and circular fingerprints was assessed over 88 targets from three publicly available collections of data sets.
The open-source platform contains all source code, structural data for the actives and inactives used (drawn from three publicly available collections of data sets), and lists of randomly selected query molecules to be used for statistically valid comparisons of methods.
Biomedical research relies increasingly on large collections of data sets and knowledge whose generation, representation and analysis often require large collaborative and interdisciplinary efforts.
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Exploring Data from Education Queensland, Australia (http://exploringdata.net/ ) is an excellent website for introductory statistics and includes a large collection of data sets at http://exploringdata.net/datasets.htm coedine.htm coedine
The excellence of a given learner is usually claimed through a performance comparison with other learners over a collection of data sets.
Anyway, the present form of big data defines data by its size, comprising large, complex, and independent collection of data sets.
Big data is a collection of data sets which are too large and complex to be processed using traditional data processing methods.
According to the Wikipedia, big data "is a collection of data sets so large and complex that it becomes difficult to process using on-hand database management tools".
The methods and collection of data sets that we used in our benchmarking provide an initial step towards establishing such guidelines and a list of test problems.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com