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2010 Jan 29
0
Help interpreting libarary(nnet) script output..URGENT
...o, I am pretty new to R. I am working on neural network classifiers and I am feeding the nnet input from different regions of interest (fMRI data). The script that I am using is this: library (MASS) heap_lda <- data.frame(as.matrix(t(read.table(file="R_10_5runs_matrix9.txt")))*100000,syll = c(rep("heap",3),rep("hoop",3),rep("hop",3))) library(nnet) heap_nnet <- nnet(syll ~ ., data=heap_lda, size=12,iter=100,MaxNWts=10000) predict(heap_nnet,heap_lda,type = "class") table(predict(heap_nnet,heap_lda,type = "class"),heap_lda$syll) #...
2010 Jan 15
1
plotting in R
...is. So far I have tried regular plot("insert_file_name_here") command but the error it gives me is Error in plot.new() : figure margins too large here is sample LDA code I am working with .... library(MASS) example <- data.frame(as.matrix(t(read.table(file="trial.txt"))),syll = c(rep("one",3),rep("two",3),rep("three",3))) table(lda(syll ~ ., example, CV =TRUE)$class,example$syll) what is the best way to plot the example file? sample "trial.txt" contents... 0.004764 -0.008445 0.015045 0.014658 0.004095 -0.001678 0.011231 -0.003...
2009 Jul 15
2
Differing Variable Length Inconsistencies in Random Effects/Regression Models
...,header=T) >> attach(vc) > > family<-factor(family) > colms<-(vc)[,4:13] ## this to assign the 10 columns containing marker > data to a new variable, as column names are themselves not in any > recognisable sequence > > vcdf<-data.frame(family,peg.no,ec.length,syll.length,colms) > library(lme4) >> for (c in levels(family)) > + { for (i in 1:length(colms)) > + { fit<-lmer(peg.no~1 + (1|c/i), vcdf) > + } > + summ<-summary(fit) > + av<-anova(fit) > + print(summ) > + print(av) > + } > >...