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For the dataset with different size, the numbers of nodes is different when the speedup is the maximal (3) the scaleup of random forest reaches its peak when the number of nodes is 2, and after that the scaleup decreases with the increase of the number of nodes (4) for random forest, when the number of nodes is 2, the sizeup increases sharply with the increase of the size of dataset, and when the number of nodes is greater than 2, the sizeup increases more slowly with the increase of the size of dataset for naïve bayes, when the number of nodes is smaller than 6, the sizeup increases with the increase of the size of dataset, when number of nodes is 6 and the size of dataset is larger than that of Sogou_5, the change of the sizeup is not obvious with the increase of the size of dataset. SizeUp is a free online tool designed to help businesses grow by making smarter decisions through data analysis.
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We deliver our products either as Software as a Service (SaaS) or as Data as a Service (DaaS) through our API. GPU News grew in circulation and size up to forty-eight pages. The results show that: (1) the accuracy of the two algorithms is high (2) the increase of speedup is not linear. SizeUp is a Fintech (Financial Technology) Internet service company dedicated to providing powerful business intelligence. A frame showed the overlapping legs of the logo forming an M for Milwaukee.12 In June. Experiments are performed on dataset and clusters of different scale. Login Announcements BIIA 2019 BIENNIAL CONFERENCE BIIA 2017 Biennial Conference Business Information Industry Association Asia Pacific Middle East Limited. SizeUp helps private sector, government, and non-profit organizations better serve their small business customers with the market research and business.
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The performance of two typical classification algorithms in Spark: random forest and naïve bayes are evaluated by using four metrics: classification accuracy, speedup, scaleup and sizeup. SizeUp allows you to quickly resize and position your windows with keyboard shortcuts or a handy menu bar icon.