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Classify Cancer types given gene profiles
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GFT.m
IMG_1343.JPG
K vs Acc.png
Lab13ESE224.docx
NN Acc.png
README.md
Variation.png
accP.csv
boxplot.png
geneNetwork_rawPCNCI.mat
histology_subtype.mat
kNN percentile.png
kNN.m
lab13.pdf
network.png
residuals.png
script.m
signal_mutation.mat

README.md

CancerClassification

The goal of this lab was to determine the liklihood of cancer given a genetic profile. A more robust version of KNN with varying neighbor types by individual was implmented. In addition, I used graph fourier transforms and network analysis to improve the classification. I completed this lab for my Signal and Information Processing (ESE 224) course.

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