From 348476751767202e5655321ee494cbe4e1e27e45 Mon Sep 17 00:00:00 2001 From: Louis Lacoste Date: Tue, 23 Apr 2024 10:53:08 +0200 Subject: [PATCH] =?UTF-8?q?Suppression=20anciennes=20donn=C3=A9es=20et=20d?= =?UTF-8?q?escription=20analyse?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- code/analysis/analyze_NA_robustness.Rmd | 41 +++++++++++++----- ...04-2024_16-12-39_uniform_modular_1-400.Rds | Bin 15194 -> 0 bytes ...-04-2024_16-12-41_uniform_nested_1-400.Rds | Bin 18170 -> 0 bytes ...-04-2024_16-47-41_uniform_nested_1-400.Rds | Bin 17479 -> 0 bytes ...04-2024_16-47-42_uniform_modular_1-400.Rds | Bin 15178 -> 0 bytes 5 files changed, 29 insertions(+), 12 deletions(-) delete mode 100644 code/results/simulations/NA_robustness/NA_robustness_22-04-2024_16-12-39_uniform_modular_1-400.Rds delete mode 100644 code/results/simulations/NA_robustness/NA_robustness_22-04-2024_16-12-41_uniform_nested_1-400.Rds delete mode 100644 code/results/simulations/NA_robustness/NA_robustness_22-04-2024_16-47-41_uniform_nested_1-400.Rds delete mode 100644 code/results/simulations/NA_robustness/NA_robustness_22-04-2024_16-47-42_uniform_modular_1-400.Rds diff --git a/code/analysis/analyze_NA_robustness.Rmd b/code/analysis/analyze_NA_robustness.Rmd index cc40a60..b35c277 100644 --- a/code/analysis/analyze_NA_robustness.Rmd +++ b/code/analysis/analyze_NA_robustness.Rmd @@ -21,7 +21,7 @@ loadNamespace(package = "patchwork") ```{r data, echo = FALSE} #  Loading data data_folder <- file.path(here(), "code", "results", "simulations", "NA_robustness") -files_list <- list.files(data_folder, pattern = "^NA_robustness_19-04-2024") +files_list <- list.files(data_folder, pattern = "^NA_robustness_22-04-2024_17") ``` ```{r df_func, echo = FALSE} prepare_dataframes_auc_ari <- function(data) { @@ -40,8 +40,7 @@ prepare_dataframes_auc_ari <- function(data) { #  Preparing auc_data auc_data <- averaged_data %>% select(c(prop_NAs, model) | contains("auc_")) %>% - rename_with(~ gsub("auc_", "", .x, fixed = TRUE)) %>% - filter(prop_NAs != 0) + rename_with(~ gsub("auc_", "", .x, fixed = TRUE)) auc_data_long <- bind_cols( @@ -109,7 +108,7 @@ plot_auc_ari_data <- function(df_list) { geom_line(aes(color = method)) + geom_point(aes(color = method)) + geom_ribbon(aes(ymin = auc_mean - auc_sd, ymax = auc_mean + auc_sd, fill = method), alpha = 0.2) + - ylim(c(min(auc_data_long[["auc_mean"]]), max(auc_data_long[["auc_mean"]]))) + + ylim(c(0.5, 1)) + scale_x_continuous(breaks = scales::pretty_breaks(n = 10L)) + ylab(TeX("\\bar{AUC}")) + xlab("NA proportion") + @@ -163,6 +162,32 @@ figcaps <- sapply(files_list, function(filename) { }) ``` +Pour les deux figures, la collection est composée de deux réseaux ($M = 2$) dont +les proportions sont les suivantes : +$$\pi = \rho = (0.5, 0.3, 0.2) $$ + +Le premier réseau qui subit une perte d'informations est de petite taille, 40 +individus en ligne et en colonne. Le second réseau contient 120 individus en +ligne et en colonne. + +La structure ayant abouti aux résulats de la figure \@ref(fig:plot-1) est la suivante : +$$\alpha_{modular} = \begin{bmatrix} +0.9 & 0.05 & 0.05 \\ +0.05 & 0.2 & 0.05 \\ +0.05 & 0.05 & 0.8 +\end{bmatrix}$$ +Il s'agit d'une structure modulaire répliquant un comportement communautaire. + + +La structure ayant abouti aux résulats de la figure \@ref(fig:plot-2) est la suivante : +$$\alpha_{nested} = \begin{bmatrix} +0.9 & 0.25 & 0.1 \\ +0.3 & 0.15 & 0.05 \\ +0.1 & 0.05 & 0.05 +\end{bmatrix}$$ +Il s'agit d'une structure emboîtée répliquant une structure communément trouvée +dans les réseaux plantes-pollinisateurs. + ```{r plot, echo = FALSE, fig.cap=paste("Graph of metrics for NA robustness with a ", figcaps)} for (filename in files_list) { data <- readRDS(file.path( @@ -172,12 +197,4 @@ for (filename in files_list) { df_list <- prepare_dataframes_auc_ari(data = data) plot(plot_auc_ari_data(df_list = df_list)) } -# filename <- files_list[1] -# data <- readRDS(file.path( -# data_folder, -# filename -# )) -# print(here()) -# df_list <- prepare_dataframes_auc_ari(data = data) -# knitr::knit_print(plot_auc_ari_data(df_list = df_list)) ``` \ No newline at end of file diff --git a/code/results/simulations/NA_robustness/NA_robustness_22-04-2024_16-12-39_uniform_modular_1-400.Rds b/code/results/simulations/NA_robustness/NA_robustness_22-04-2024_16-12-39_uniform_modular_1-400.Rds deleted file mode 100644 index ed21f613f6de2db469099335d69aad614d2b3996..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 15194 zcmaKSWmFtN+a(q>xFxtGKmvha!6CQ>cPDso*BJ(PhXjJVyThQtAwY2V;4wht1qYP; za!L{B-Z!1H(2 zyBXEoTb2$LuSEm1wFyhE=^6XD@s4;N4KTOE@j#%ab95TSA-m`OJw}3KnFtiiA1$y+ zD__<}zE7JMoMcX{Ds#& zsW(#QH9CC8IBWjBHYdcI#uz66YPvTIUn(Q|k@+>KT3r^FwXV#6(c!lRH zbFg7Vor>Z^`)J3N`*L~nyP6gYI|*!3v{<7%dZf)X~fOqk?3mS!FwYMX?crThUJodgsC zyKG{b2+BF?)|42;yKFU}`YC^ic5q4TqO*#>OgKj#SVMshy*3#~7m!5_=+ujBXs}VI 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