CHANGES IN VERSION 1.29.4 ---------------------------------- + Remove the GUI + Remove the QCRLSC CHANGES IN VERSION 1.24.1 ---------------------------------- + Remove the GUI CHANGES IN VERSION 1.25.4 ---------------------------------- + Remove the RGtk2 in Description, which should be installed manually from the old source CHANGES IN VERSION 1.21.1 ---------------------------------- + To update for coCV output CHANGES IN VERSION 1.19.1 ---------------------------------- + To fixed bugs for coCV function CHANGES IN VERSION 1.17.3 ---------------------------------- + shiftCor-coCV was added as the cutoff value (0-100) of CV for controlling the number of features. + 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 ---------------------------------- + Check and remove the missing values in pvalues for volcanoplot functions CHANGES IN VERSION 1.15.4 ---------------------------------- + edit colum name for the result table + skip the roc analysis once the number of samples in any groups was less than 5. CHANGES IN VERSION 1.15.3 ---------------------------------- + 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 ---------------------------------- + Results of Volcano plot (add the log2(FC) and -log10(p.adjust) values) CHANGES IN VERSION 2.0 ------------------------ NEW FEATURES + New GUI o Mouse Hover for help information o .log file + New Signal correction o Combat for QC-free Signal correction o QC-RFSC methods for metabolomics and proteomics data + 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 + New data preprocessing o PQN/SUM/none normalization o center/none Scaling method