Changes in version 2.0 NEW FEATURES o New GUI o Mouse Hover for help information o .log file o New Signal correction o Combat for QC-free Signal correction o QC-RFSC methods for metabolomics and proteomics data o New feature slection o Random Forest and the Permutation based variable importance measures o new MDSplot for Random Forest o P-value based importance plot o New data preprocessing o PQN/SUM/none normalization o center/none Scaling method Changes in version 1.35.1 o The long format for output from shiftCor o The long format for input from statAnalysis Changes in version 1.29.4 o Remove the GUI o Remove the QCRLSC Changes in version 1.25.4 o Remove the RGtk2 in Description, which should be installed manually from the old source Changes in version 1.24.1 o Remove the GUI Changes in version 1.21.1 o To update for coCV output Changes in version 1.19.1 o To fixed bugs for coCV function Changes in version 1.17.3 o shiftCor-coCV was added as the cutoff value (0-100) of CV for controlling the number of features. o To fixed bugs for skiping the roc analysis once the number of samples in any groups was less than 5. Changes in version 1.17.2 o Check and remove the missing values in pvalues for volcanoplot functions Changes in version 1.15.4 o edit colum name for the result table o skip the roc analysis once the number of samples in any groups was less than 5. Changes in version 1.15.3 o odds.ratio. Add the ratio of the odds of an event occurring in one group (A) to the odds of it occurring in reference group (B), such as odds_of_AtoB. Changes in version 1.13.7 o Results of Volcano plot (add the log2(FC) and -log10(p.adjust) values)