[R] data comparison
arun
smartpink111 at yahoo.com
Wed Dec 26 18:01:26 CET 2012
Hi,
Assuming the data structure is similar to this example:
difMH<-list(c(1,9,19,21,22,24,25,27,29,30,34,38,40),c(1,2,9,14,18,19,21,22,25,28,30,34,38,39),c(1,8,9,19,21,22,24,25,26,28,30,34,38),c(1,8,9,10,16,18,21,22,25,28,30,32,34,38,39),c(1,9,19,21,22,23,25,27,30,34,36,38,39),c(1,9,10,11,17,18,21,22,23,25,28,34,38,39))
names(difMH)<-c(100,90,80,70,60,50)
difMH<-lapply(difMH,function(x) data.frame(DIFitems=x,newcol=seq_along(x)))
res1<-sapply(difMH,`[`,1)
res2<-t(sapply(res1,`[`,1:max(sapply(res1,length))))
res2
# [,1] [,2] [,3] [,4] [,5] [,6] [,7] [,8] [,9] [,10] [,11] [,12]
#100.DIFitems 1 9 19 21 22 24 25 27 29 30 34 38
#90.DIFitems 1 2 9 14 18 19 21 22 25 28 30 34
#80.DIFitems 1 8 9 19 21 22 24 25 26 28 30 34
#70.DIFitems 1 8 9 10 16 18 21 22 25 28 30 32
#60.DIFitems 1 9 19 21 22 23 25 27 30 34 36 38
#50.DIFitems 1 9 10 11 17 18 21 22 23 25 28 34
# [,13] [,14] [,15]
#100.DIFitems 40 NA NA
#90.DIFitems 38 39 NA
#80.DIFitems 38 NA NA
#70.DIFitems 34 38 39
#60.DIFitems 39 NA NA
#50.DIFitems 38 39 NA
is.matrix(res2)
#[1] TRUE
#For the second part, similar to Rui's solution:
hit<- do.call(rbind,lapply(res1,function(x) length(intersect(x,comp))))
flarm<- do.call(rbind,lapply(res1,function(x) length(setdiff(x,comp))))
A.K.
----- Original Message -----
From: Yung Chih Ou <chihchihou at gmail.com>
To: r-help <r-help at r-project.org>
Cc:
Sent: Wednesday, December 26, 2012 7:37 AM
Subject: [R] data comparison
Dear all:
I have six vector from six DIF detection results.
as below:
> difMH[[100]]$DIFitems
[1] 1 9 19 21 22 24 25 27 29 30 34 38 40
> difMH[[90]]$DIFitems
[1] 1 2 9 14 18 19 21 22 25 28 30 34 38 39
> difMH[[80]]$DIFitems
[1] 1 8 9 19 21 22 24 25 26 28 30 34 38
> difMH[[70]]$DIFitems
[1] 1 8 9 10 16 18 21 22 25 28 30 32 34 38 39
> difMH[[60]]$DIFitems
[1] 1 9 19 21 22 23 25 27 30 34 36 38 39
> difMH[[50]]$DIFitems
[1] 1 9 10 11 17 18 21 22 23 25 28 30 34 38 39
I have two questions.
first, how to combine these to a matrix?
second, how to compare them with "1 9 21 22 25 30 34 38"
how much units hit?
how much units are false-alarm?
thanks!
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