PCA_for_3_component_compound The program designed

Title: PCA_for_3_component_compound

Category:
AI-NN-PR
Tags:
[Matlab] [源码]
File Size:
724kb
Update:
2012-11-26
Downloads:
0 Times
Uploaded by:
immerbest

Description: The program designed to simulate the processing and analysis of multiple chemical mixtures of the absorption spectra of the data, extracting the chemical composition of each peak is located. The program uses svd method for spectral data, the covariance matrix PCA analysis, and achieve satisfactory results.

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File list (Check if you may need any files):

PCA for 3 component compound\1.fig
............................\2.fig
............................\3.fig
............................\4.fig
............................\5.fig
............................\assign1.asv
............................\Assign1.doc
............................\assign1.fig
............................\do_svd.asv
............................\do_svd.m
............................\Executive Summary.docx
............................\meancentertest.jpg
............................\PCA report.doc
............................\PCA_3vectors.bmp
............................\PCA_3vectors.fig
............................\PCA_3vectors_and_mean_noise_high.jpg
............................\PCA_3vectors_and_mean_noise_high_overlapped.jpg
............................\PCA_3vectors_and_mean_noise_med.jpg
............................\PCA_3vectors_and_mean_noise_med_overlapped.jpg
............................\PCA_3vectors_and_mean_noise_small.jpg
............................\PCA_3vectors_and_mean_noise_small_overlapped.jpg
............................\PCA_3vectors_with_mean.bmp
............................\randn_gen3.asv
............................\randn_gen3.m
............................\random_test.asv
............................\random_test.m
............................\Re Assign1.files\colorschememapping.xml
............................\................\filelist.xml
............................\................\image001.jpg
............................\................\themedata.thmx
............................\Re Assign1.htm
............................\try1.m
............................\Re Assign1.files
PCA for 3 component compound