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COSIMA data analysis using multivariate techniques

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Figure

Figure 1. A substrate to collect dust. This one contains multiplemineral samples. In the middle at the top the albite mineral is de-posited and a 5 × 5 matrix of closely spaced measurements is made.At the bottom is a straight vertical matrix of measurements on aclean area of the substrate which serves as a background reference.
Table 1. Layout of minerals on substrates. In particular we usesubstrate 496 to validate classification of four minerals and back-ground.
Figure 3. Example of peak lists. This is the average of peak lists for albite spectra
Figure 6. Cross validation accuracies showing the Cohen κ valuecomputed for the data projected to a 100 dimensional space usingrandom projections
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