classSNitch (R-randomforests-dtw)
Summary: Autonomous classifier for RNA structure change in genome-wide experimental data (R package) - Created a survey website using HTML and PHP that collects data from human experts - Stored and analyzed human expert data in MySQL database - Trained supervised learning models on expert labels with magnitude and time-series features in R and Weka - Used the random forest classification model to predict structure change in 2000+ experimental traces - Developed stand-alone application in R for prediction of RNA structure change
For more information: http://classsnitch.r-forge.r-project.org/
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