# New Graphics: network & cim

• New S3 method network and cim for results from PLS model
• New code for the valid function to PLS-DA and SPLS-DA models validation
• The S3 method plot.valid was modified to display graphical results from valid function for PLS-DA and SPLS-DA models
• cim and network functions were modified to obtain the similarity matrix in return value
• The S3 method plotVar was modified to obtain the coordinates for X and Y variables in return value
• The predict function has been modified to simultaneously run either several or all prediction methods available to predict the classes of the test data from PLS-DA and SPLS-DA models
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