## ----setup, include=FALSE------------------------------------------------
knitr::opts_chunk$set(dpi = 300)
knitr::opts_chunk$set(cache=FALSE)

## ---- echo = FALSE,hide=TRUE, message=FALSE,warning=FALSE----------------
devtools::load_all(".")

## ---- eval = FALSE-------------------------------------------------------
#  source("https://bioconductor.org/biocLite.R")
#  biocLite("StarBioTrek")

## ---- eval = TRUE--------------------------------------------------------
patha<-getKEGGdata(KEGG_path="Transcript")

## ---- eval = TRUE, echo = FALSE------------------------------------------
knitr::kable(colnames(path), digits = 2,
             caption = "List of patwhays for the group Transcript",row.names = FALSE)

## ---- eval = TRUE--------------------------------------------------------
organism="Saccharomyces_cerevisiae"
netwa<-getNETdata(network="SHpd",organism)

## ---- eval = TRUE--------------------------------------------------------
network_path<-path_net(pathway=path,data=netw)

## ---- eval = TRUE--------------------------------------------------------
list_path<-list_path_net(lista_net=network_path,pathway=path)

## ---- eval = TRUE--------------------------------------------------------
list_path_gene<-GE_matrix(DataMatrix=tumo[,1:2],pathway=path)

## ---- eval = TRUE--------------------------------------------------------
score_mean<-average(dataFilt=tumo[,1:2],pathway=path)

## ---- eval = TRUE--------------------------------------------------------
score_st_dev<-st_dv(DataMatrix=tumo[,1:2],pathway=path)

## ---- eval = TRUE--------------------------------------------------------
score_euc_dista<-euc_dist_crtlk(dataFilt=tumo[,1:2],pathway=path)

## ---- eval = TRUE--------------------------------------------------------
cross_talk_st_dv<-ds_score_crtlk(dataFilt=tumo[,1:2],pathway=path)

## ---- eval = TRUE--------------------------------------------------------
nf <- 60
res_class<-svm_classification(TCGA_matrix=score_euc_dist[1:2,],nfs=nf,normal=colnames(norm[,1:12]),tumour=colnames(tumo[,1:12]))


## ---- fig.width=6, fig.height=4, echo=FALSE, fig.align="center"----------
library(png)
library(grid)
img <- readPNG("plot_path.png")
grid.raster(img)

## ----sessionInfo---------------------------------------------------------
sessionInfo()