spectracl

Model based classification of MALDI-TOF spectra.

Method

  • standarise and make spectra comparable by:
    • square root transformation
    • smoothing
    • baseline removal
    • normalisation/calibration
    • taking mean of bins with width 1
    • selecting a pre-determined set of features
  • perform classification with model