From 60417c0a99398ee55e992fe8f64ab9adb2d49015 Mon Sep 17 00:00:00 2001 From: Jeffrey Post <jeffrey.post@etu.unige.ch> Date: Wed, 11 Nov 2020 11:02:26 +0000 Subject: [PATCH] Ran results again with different results folder in fnction --- code/Results/EuclidDissimilarity_matrix.pdf | Bin 14804 -> 14804 bytes ...ure_PCA_Male_Female_nbClust_3_complete.pdf | Bin 9112 -> 9112 bytes ..._PCA_Male_Female_nbClust_3_complete_3D.pdf | Bin 6582 -> 6582 bytes ...A_Male_Female_nbClust_3_complete_3D_z0.pdf | Bin 6842 -> 6842 bytes ...le_Female_nbClust_3_complete_biplot_15.pdf | Bin 12718 -> 12718 bytes ...Female_nbClust_3_complete_explainedVar.pdf | Bin 5638 -> 5638 bytes ..._nbClust_3_complete_topVarContrib_1_21.pdf | Bin 5505 -> 5505 bytes ...le_nbClust_3_complete_topVarContrib_21.pdf | Bin 5520 -> 5520 bytes ..._nbClust_3_complete_topVarContrib_2_21.pdf | Bin 5548 -> 5548 bytes ...e_nbClust_3_complete_varContribution_2.pdf | Bin 11273 -> 11273 bytes .../Feature_PCA_noClusters_Male_Female.pdf | Bin 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code/Results/prevalenceHistogram_2016.pdf | Bin 4594 -> 4594 bytes .../prevalenceMap_2016_fixedWidth_40.pdf | Bin 27609 -> 27609 bytes code/Results2/EuclidDissimilarity_matrix.pdf | Bin 0 -> 14804 bytes ...ure_PCA_Male_Female_nbClust_3_complete.pdf | Bin 0 -> 9112 bytes ..._PCA_Male_Female_nbClust_3_complete_3D.pdf | Bin 0 -> 6582 bytes ...A_Male_Female_nbClust_3_complete_3D_z0.pdf | Bin 0 -> 6842 bytes ...le_Female_nbClust_3_complete_biplot_15.pdf | Bin 0 -> 12718 bytes ...Female_nbClust_3_complete_explainedVar.pdf | Bin 0 -> 5638 bytes ..._nbClust_3_complete_topVarContrib_1_21.pdf | Bin 0 -> 5505 bytes ...le_nbClust_3_complete_topVarContrib_21.pdf | Bin 0 -> 5520 bytes ..._nbClust_3_complete_topVarContrib_2_21.pdf | Bin 0 -> 5548 bytes ...e_nbClust_3_complete_varContribution_2.pdf | Bin 0 -> 11273 bytes .../Feature_PCA_noClusters_Male_Female.pdf | Bin 0 -> 7058 bytes ...e_PCA_noClusters_Male_Female_biplot_15.pdf | Bin 0 -> 12718 bytes ...CA_noClusters_Male_Female_explainedVar.pdf | 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Rep.",2 +"Congo, Rep.",2 +"Cote d'Ivoire",2 +"Gabon",2 +"Ghana",2 +"Liberia",2 +"Mozambique",2 +"Nigeria",2 +"Togo",2 diff --git a/code/Results2/countries_cluster3.csv b/code/Results2/countries_cluster3.csv new file mode 100644 index 0000000..5a15495 --- /dev/null +++ b/code/Results2/countries_cluster3.csv @@ -0,0 +1,10 @@ +"Country","Cluster" +"Burundi",3 +"Kenya",3 +"Lesotho",3 +"Malawi",3 +"Namibia",3 +"Rwanda",3 +"Uganda",3 +"Zambia",3 +"Zimbabwe",3 diff --git a/code/Results2/density_var_10_3Clusters.pdf b/code/Results2/density_var_10_3Clusters.pdf new file mode 100644 index 0000000000000000000000000000000000000000..f0fadfc690962f41000aab2410993475cf1d33ae GIT binary patch literal 15646 zcmZ`=1z42Zx^{~ojet@^BPB5m4H6O(0wN(HCEYW04+uziNFx#g3P^W}Lw63+-6ah} z-5>Yf=j?OOz4QG1&stxv8rBEz$M{NGh6BRMi_Pe}=)2@Q;5(x0fDNJLqJ<e*VT*`h zgQXly4V^4uP-#OaQ(6{jVQwyNF39f>7Z*f`6&tJsGx>jc>XuG6fR-w)tb?JQg{840 zt+KO|owF05_R0Zf;%sc{aLeW8<l^K4Xuo~IZb_`zVq(~)P?Oszxc?OmEm+;%&Xg7` 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zt>8WYf?hdWyTDV#zY@APE-s$Hr?OaoeJdWGX6~MUd5cGoN0<wPfk9499^?N2KkyrV literal 0 HcmV?d00001 diff --git a/code/featuresClustering.R b/code/featuresClustering.R index 166ba67..2ec49fe 100644 --- a/code/featuresClustering.R +++ b/code/featuresClustering.R @@ -28,7 +28,7 @@ source("code/plotFeatureMaps.R") # Clustering countries based on features. -runFeaturesClustering = function(additionalDataFile=NULL, cutReference, cutRefValue, clusteringMethod = "complete", incidenceYear=NULL, scale = FALSE, data_sheetName = 'Data'){ +runFeaturesClustering = function(additionalDataFile=NULL, cutReference, cutRefValue, clusteringMethod = "complete", incidenceYear=NULL, scale = FALSE, data_sheetName = 'Data', res_dir= "code/Results"){ print("runFeaturesClustering(...)") print(paste("additionalDataFile = ",additionalDataFile)) print(paste("cutReference = ",cutReference)) @@ -52,7 +52,8 @@ runFeaturesClustering = function(additionalDataFile=NULL, cutReference, cutRefVa M = M[,2:ncol(M)] rownames(M) = countryNames # Set directory where results must be saved. - mainDir = "code/Results" + #mainDir = "code/Results" + mainDir=res_dir dir.create(mainDir) if (scale){ M = scale(M) diff --git a/code/main_script.R b/code/main_script.R index f6fd38e..3109d82 100644 --- a/code/main_script.R +++ b/code/main_script.R @@ -24,7 +24,7 @@ file_StatCompiler_data = "data/original_aziza/all_SSA_var_Religion_ART_2015_GINI # Run clustering with given number of clusters. nbClusters = 3 -runFeaturesClustering(file_StatCompiler_data,"nbClust",nbClusters,incidenceYear=2016,data_sheetName = "Data_LongVar") +runFeaturesClustering(file_StatCompiler_data,"nbClust",nbClusters,incidenceYear=2016,data_sheetName = "Data_LongVar", res_dir="code/Results2") # Run clustering with a range of cluster numbers min_nbClusters = 2 -- GitLab