Mercurial > repos > PredictPDPS / changeset

--- a/src/Stats.jl	Thu Apr 25 14:57:54 2024 -0500
+++ b/src/Stats.jl	Thu Apr 25 15:07:18 2024 -0500
@@ -41,16 +41,19 @@
         return α, τ₀, σ₀
 end
 
-function calculate_statistics()
-    ImName = ("lighthouse200x300", "shepplogan256x256", "brainphantom256x256")
-    AlgName = ("dualscaling", "greedy","noprediction","primalonly","proximal","rotation","zerodual")
+const default_imnames = ("lighthouse200x300", "shepplogan256x256", "brainphantom256x256")
+const default_algnames = ("dualscaling", "greedy","noprediction","primalonly","proximal","rotation","zerodual")
+
+function calculate_statistics(;imnames=default_imnames,
+                               algnames=default_algnames,
+                               csv_path = "./img/summarystats.csv")
     mystart = 41 # Corresponds to the 500th iterate
     
     # Define an array to store results
     results = DataFrame(experiment = String[], α = Float64[], algorithm = String[], psnr_mean1 = Float64[], psnr_mean500 = Float64[], psnr_ci = String[], ssim_mean1 = Float64[], ssim_mean500 = Float64[], ssim_ci = String[])
 
-    for imname in ImName
-        for algname in AlgName
+    for imname in imnames
+        for algname in algnames
             directory_path = "./img/"
             files = readdir(directory_path)
             filtered_files = filter(file -> startswith(file, "$(imname)_pdps_known_$(algname)") && endswith(file, ".txt"), files)
@@ -97,7 +100,6 @@
         end
     end
     sort!(results, [:experiment, :α])
-    csv_path = "./img/summarystats.csv"
     if isfile(csv_path)
     	rm(csv_path)
     end