ConsensusClusterPlus matrix error
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Entering edit mode
kyn ▴ 10
@kyn-12310
Last seen 5.3 years ago

Hi All, 

I am new to ConsensusClusterPlus. I followed its tutorial in Bioconductor:

d = read.table("data.txt",header=T)

# Choose the top 5000 most variable genes

mads=apply(d,1,mad)
d=d[rev(order(mads))[1:5000],]

# Normalize the data
d = sweep(d,1, apply(d,1,median,na.rm=T))

# Do clustering

results = ConsensusClusterPlus(d,maxK=6,reps=50,pItem=0.8,pFeature=1,
                               clusterAlg="hc",distance="pearson", 
                              writeTable = T, seed=seed,plot="pdf")

I got an error:

Error in ConsensusClusterPlus(d, maxK = maxK, reps = 50, pItem = 0.8,  : 
  d must be a matrix, distance object or ExpressionSet (eset object)

I then checked 

d[1:5,1:5]

           X011453b6  X0120b5b1   X01234d47   X01d4c289  X02334a5d
KLK3   39297.272 -376296.10 -222358.676 -139770.162  41272.738
ACPP  -63803.954  -84514.79  -78520.053  -52781.560 -14151.932
KLK2  -26682.169 -126980.85  -38054.406  -27969.737 -62030.083
MYH11 108555.886  104602.45  -13819.642   -3358.701 106187.125
EEF2    8784.966  -38319.96   -1088.419    2986.275  -9114.912

It looks like d is a matrix. Am I missing something so the error pops up?

Thanks!

 

 

 

 

 

 

bioconductor clustering consensusclusterplus • 1.1k views
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1
Entering edit mode
kyn ▴ 10
@kyn-12310
Last seen 5.3 years ago

d = as.matrix(read.table("data.txt",header=T)) fixed the problem!

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