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You need to show that it exists in practice, or else no one is going to care about it. You need to make them care. Even if the application seems liek it's not so hot, you should describe why it is. -You can use flocking - -New section for interference: - Describe the experimental setup - The goal is to see how interfence influences the experiments. You need to evaluate the effect of interference in the experiment, and it's impact. - So you need to display some experiement results. - Describe the entire experiment setup. No packages are dropped. Include how the format of the experimental. - You need to describe how there is no packet loss. You can see this in one of two ways. You can look at the number of packages that should have been sent, by a node, and how much were actually received. - You send a start signal differently depending on the scenario (aligned, staggered). Describe how you were able to synchonize their - RTS/CTS are disabled, and retransmissions (retry are set to 1) - -Tell them the slot length. - -New experiment to show them the latency and loss rates based on the number of senders in a deterministic way. -n = number of nodes - -1 sender and 1 receiver -One folowing a schedule, another just listening. Tell them the latency and the loss rate of the packes. -every 100 milliseconds send a beacon. Make a scheudle such that this happens. You should do 600 slots. - -2 senders, listener -They'll be sedning simultaneously, -Node 1 will be the benchmark for latency and loss. -Node 2 will also be logging it's messages from 1 - - -3 senders - -5 senders - -7 senders - - -Plot -CDF of ONE-WAY delay for latency and loss_rate -EAch curve should be the numberof senders (multi CDF) diff --git a/mkdataset/datasets/gan_datasets/tham_lasso_dataset.csv b/mkdataset/datasets/gan_datasets/tham_lasso_dataset.csv new file mode 100644 index 0000000..f562bcd --- /dev/null +++ b/mkdataset/datasets/gan_datasets/tham_lasso_dataset.csv @@ -0,0 +1,366 @@ +test,control,class,gtf2h5,cebpa,gna14,copz2,slc16a3,glis2,ets2,alcam,mn1,pla2g4a,cenpf,sparcl1,adamts12,pdgfc,s100a16,gyg1,ccna2,rnd3,serping1,sdc4,zbp1,flnc,tbxas1,il6,pdk4,hspb7,gja4,clec14a,rbp1,st3gal4,acpl2,cyp27a1,fn1,tmem37 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+GSM1810357.9,GSM1810372,1,-0.09,-0.61,1.06,0.22,0.8,1.71,1.38,0.15,0.26,0.38,1.31,0.6,-0.37,-0.17,0.38,0.4,1.06,-1.17,0.33,0.46,1.6,0.66,1.97,-0.04,0.08,-0.97,-0.04,-0.88,0.25,0.91,-0.57,-0.24,-0.18,-0.61 diff --git a/mkdataset/distribution_analysis.R b/mkdataset/distribution_analysis.R new file mode 100644 index 0000000..396154f --- /dev/null +++ b/mkdataset/distribution_analysis.R @@ -0,0 +1,54 @@ +library(ggplot2) + +############################# +# Load Data +############################# + +base_path <- '/home/reynaldo/Documents/School/Fall2017/DataMining/grp_proj/mkdataset/' +file_name <- 'datasets/gan_datasets/tham_lasso_dataset.csv' +all_data <- read.csv(paste(base_path, file_name, sep=''), header=TRUE) + +gene_list_file_name <- 'human_mouse_gene_lists/lasso_gene_list.csv' +gene_list <- read.csv(paste(base_path, gene_list_file_name, sep=''), header=TRUE) + + + +################################ +# Functions +################################ + +# Function from https://stackoverflow.com/questions/22742737/function-to-save-ggplot +# Special Thanks to enricoferrero +# https://stackoverflow.com/users/1540663/enricoferrero +savePlot <- function(myPlot, file_name) { + png(paste(file_name, '.png', sep=''), width=732, height=543) + print(myPlot) + dev.off() +} + +################################ +# Variables +################################ + +# Vector of fields to examine +# columns_to_exclude <- c('test', 'class') +# fields <- colnames(all_data)[match(columns_to_exclude, colnames(all_data))] + + +for (field in gene_list$Symbol) { + if (field %in% colnames(all_data)) { + the_title <- paste('Expression Historgram of', field) + x_lab <- paste(field, 'Expression Value') + the_plot <- ggplot(all_data, aes(x=all_data[ , field])) + + geom_histogram() + + geom_vline(xintercept=mean(all_data[ , field]), color='red', size=2) + + labs(title=the_title, x=x_lab) + print(the_plot) + savePlot(the_plot, field) + + # Pause until ready for next + readline("Press Enter for next") + } +} + + diff --git a/mkdataset/human_mouse_gene_lists/lasso_gene_list.csv b/mkdataset/human_mouse_gene_lists/lasso_gene_list.csv new file mode 100644 index 0000000..3d23aba --- /dev/null +++ b/mkdataset/human_mouse_gene_lists/lasso_gene_list.csv @@ -0,0 +1,36 @@ +Symbol +gtf2h5 +cebpa +gna14 +copz2 +slc16a3 +glis2 +ets2 +gyg1 +ccna2 +rnd3 +serping1 +sdc4 +zbp1 +flnc +mn1 +pla2g4a +cenpf +sparcl1 +adamts12 +pdgfc +s100a16 +il6 +pdk4 +hspb7 +gja4 +clec14a +rbp1 +st3gal4 +cyp27a1 +tmem37 +fn1 +acpl2 +tbxas1 +alcam +(34) diff --git a/mkdataset/prep_thams_data.r b/mkdataset/prep_thams_data.r index d39b0d9..4fe5d2b 100644 --- a/mkdataset/prep_thams_data.r +++ b/mkdataset/prep_thams_data.r @@ -14,15 +14,15 @@ get_gene_list <- function(gene_file_name) { } # Parameters -selected_species = c('human', 'mouse') -output_file_name = 'tham_human_and_mouse_dataset.csv' +output_file_name = 'tham_lasso_dataset.csv' # Create gene_list # genes_list <- get_gene_list('human_genes.csv') # Just Human data # genes_list <- get_gene_list('new_mouse_clean.csv') # Just mouse Data # For intersection of both mouse and human -genes_list_human <- get_gene_list('human_genes.csv') -genes_list_mouse <- get_gene_list('new_mouse_clean.csv') -genes_list <- intersect(genes_list_human, genes_list_mouse) +# genes_list_human <- get_gene_list('human_genes.csv') +# genes_list_mouse <- get_gene_list('new_mouse_clean.csv') +# genes_list <- intersect(genes_list_human, genes_list_mouse) +genes_list <- get_gene_list('lasso_gene_list.csv') # Get Tham's data gse_file <- paste(base_path, 'class_data/gse70559_log2ratio_data.csv', sep='') @@ -34,16 +34,6 @@ gse_data$TEST <- tolower(gse_data$TEST) # Select the genes selected_genes <- as.data.frame(filter(gse_data, TEST %in% genes_list)) -# Average selected genes -# Remove the class and control rows -# classes_row <- as.data.frame(selected_genes[1, ]) -# control_row <- as.data.frame(selected_genes[2, ]) -# selected_genes <- selected_genes[c(-1, -2), ] -# non_symbol_columns <- colnames(selected_genes)[-1] -# selected_avg_genes <- aggregate(selected_genes[ , non_symbol_columns], -# by=list(selected_genes$TEST), data=selected_genes, FUN = mean) -# colnames(selected_avg_genes) <- c('symbol', non_symbol_columns) -# Add the class and control row back # Create Filtered dataset with select genes final_data_set <- t(selected_genes)