Revision da02fed50f656619ef5518cab97c0d00fb23d318 authored by Toni Giorgino on 08 January 2008, 00:00:00 UTC, committed by Gabor Csardi on 08 January 2008, 00:00:00 UTC
1 parent c8ecf75
dtw_test.R
``````library(dtw);

### Synthetic example: check indexes, distance
ldist<-matrix(1,nrow=6,ncol=6);  # Matrix of ones
ldist[2,]<-0; ldist[,5]<-0;      # Mark a clear path of zeroes
ldist[2,5]<-.01;		 # Forcely cut the corner

ds<-dtw(ldist);			 # DTW with user-supplied local cost matrix
ds\$distance			 # 2
ds\$index1			 # 1 2 2 2 2 3 4 5 6 6
ds\$index2			 # 1 1 2 3 4 5 5 5 5 6

da<-dtw(ldist,step="a");	 # Also compute the asymmetric
da\$distance			 # 2
da\$index1			 # 1 2 3 4 5 6
da\$index2			 # 1 3 5 5 5 6

da<-dtw(ldist,step=asymmetricP0);	 # The strange aP0 alignment
da\$distance			 # 1
da\$index1			 # 1 2 2 2 2 3 4 5 6 6
da\$index2			 # 1 1 2 3 4 5 5 5 5 6

ds<- globalCostMatrix(ldist)
dsn<- globalCostMatrix(ldist,native=FALSE)
stopifnot(all.equal(ds,dsn))		 # TRUE

###  Sine/cosine example: verify native output
### there may be a random chance of failing due to rounding errors
idx<-seq(0,6.28,len=100);
query<-sin(idx)+runif(100)/10;
template<-cos(idx)
ldist<-outer(query,template,FUN=function(x,y){(x-y)^2})
ds<- globalCostMatrix(ldist)
dsn<- globalCostMatrix(ldist,native=FALSE)
all.equal(ds,dsn)		# TRUE

``````

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