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Beneath the elegant interfaces of the visual tools, powerful analytic data mining algorithms build comprehensive models. Our solutions put the user in the driver seat for the human in the loop iterative analytics process.
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In order to use this classifier, WEKA API (Bin Othman and Yau, 2007) is integrated to the system to build the classifier model using the collected training data. The last stage is to evaluate the performance our ATC FA system using Precision (P), Recall (R) and F measure.
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User can run this to check if our program can run correctly. It trains a classifier using the mRNA sequences in the 'PLEK mRNAs.fa' file and lncRNA in 'PLEK lncRNAs.fa'. The range of log2c is 1,2,3. The range of log2g is 1, 2, 3. Use a 2 fold cross validation. K is 4, it will calculate the usage of 340 patterns (4+16+63+256=340).
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A classifier is a device for separating solids of different characterisctics by a combination of size, shape and density.
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China is home to the worlds second largest proven coal reserves after the United States, and prior to 2009, China was a net coal exporter. Coal is a cornerstone of the Chinese economy, representing 77 percent of Chinas primary energy production and fueling almost 80 percent of its electricity.