328machunyi / dimacs-reu-2018 Goto Github PK

In this folder, you’ll find

• quality_metrics.Rmd: R code that defines profile residual.
• modeling.Rmd: R code of the classifiers. It includes K-means clustering, PCA and Random Forest.
• measurements folder: all the measurement matrices
• umpca folder: umpca related matlab code and reconstruction
• qualitydf.csv: the quality df exported from quality_metrics.Rmd

Within umpca:

• fea_extraction_umpca.m: matlab code that calculates features extracted from high VR data
• matrices folder: all VR measurement matrices. They are exported from modeling.Rmd
• mexeig.m, UMPCA.m, tensor_toolbox: UMPCA toolbox
• reconstruction: reconstructed matrices exported from matlab code and R code that visualizes the reconstruction
• newfea_test.csv, newfea_train.csv: features extracted