| Amide_data | Metabolomics data | 
| correlation | Computing correlations between any two samples. | 
| pca | PCA score plot. | 
| SVM_MODEL | k-fold cross validation of SVM | 
| var_select | Variable selection | 
| WaveICA | WaveICA method to remove batch effects | 
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