Paths updated

EDA/EDA.ipynb

@@ -277,7 +277,7 @@
     "                        textcoords = 'offset points')\n",
     "\n",
     "plt.tight_layout()\n",
-    "plt.savefig('./output/plots/distributions/countplots.svg', dpi=600, bbox_inches='tight')"
+    "plt.savefig('./results/plots/distributions/countplots.svg', dpi=600, bbox_inches='tight')"
    ]
   },
   {
@@ -368,7 +368,7 @@
     "    axs[i, 1].tick_params(axis='x', rotation=90)\n",
     "\n",
     "plt.tight_layout()\n",
-    "plt.savefig('./output/plots/distributions/norm_countplots.svg', dpi=600, bbox_inches='tight')"
+    "plt.savefig('./results/plots/distributions/norm_countplots.svg', dpi=600, bbox_inches='tight')"
    ]
   },
   {
@@ -420,7 +420,7 @@
     "    )\n",
     "\n",
     "plt.tight_layout()\n",
-    "plt.savefig('./output/plots/distributions/boxplots.svg', dpi=600, bbox_inches='tight')"
+    "plt.savefig('./results/plots/distributions/boxplots.svg', dpi=600, bbox_inches='tight')"
    ]
   },
   {
@@ -457,7 +457,7 @@
     "    axs[i, 2].set_title(f\"\\nDistr. of {num_att}  - POST\")\n",
     "\n",
     "plt.tight_layout()\n",
-    "plt.savefig('./output/plots/distributions/histograms.svg', dpi=600, bbox_inches='tight')"
+    "plt.savefig('./results/plots/distributions/histograms.svg', dpi=600, bbox_inches='tight')"
    ]
   },
   {
@@ -750,9 +750,9 @@
    "outputs": [],
    "source": [
     "# Export feature names\n",
-    "np.save('./output/feature_names/all_features.npy', corr_cols)\n",
-    "np.save('./output/feature_names/social_factors.npy', soc_vars_enc)\n",
-    "np.save('./output/feature_names/individual_factors.npy', ind_vars_enc)"
+    "np.save('./results/feature_names/all_features.npy', corr_cols)\n",
+    "np.save('./results/feature_names/social_factors.npy', soc_vars_enc)\n",
+    "np.save('./results/feature_names/individual_factors.npy', ind_vars_enc)"
    ]
   },
   {
@@ -960,7 +960,7 @@
     "        \n",
     "plt.tight_layout()\n",
     "\n",
-    "plt.savefig('./output/plots/correlations/heatmaps_one_hot.svg', dpi=550, bbox_inches='tight')"
+    "plt.savefig('./results/plots/correlations/heatmaps_one_hot.svg', dpi=550, bbox_inches='tight')"
    ]
   },
   {
@@ -1111,8 +1111,8 @@
    "outputs": [],
    "source": [
     "# Export datasets\n",
-    "conj_pre.to_csv('./output/datasets/pre_dataset.csv', index=False)\n",
-    "conj_post.to_csv('./output/datasets/post_dataset.csv', index=False)"
+    "conj_pre.to_csv('./results/datasets/pre_dataset.csv', index=False)\n",
+    "conj_post.to_csv('./results/datasets/post_dataset.csv', index=False)"
    ]
   },
   {
@@ -1155,7 +1155,7 @@
     "axes[1].set_title(\"POST\")\n",
     "\n",
     "plt.tight_layout()\n",
-    "plt.savefig('./output/plots/feature_importance/mutual_info.svg', format='svg', dpi=1200)\n",
+    "plt.savefig('./results/plots/feature_importance/mutual_info.svg', format='svg', dpi=1200)\n",
     "plt.show()"
    ]
   },
@@ -1194,7 +1194,7 @@
     "axes[1].set_title(\"POST\")\n",
     "\n",
     "plt.tight_layout()\n",
-    "plt.savefig('./output/plots/feature_importance/ANOVA.svg', format='svg', dpi=1200)\n",
+    "plt.savefig('./results/plots/feature_importance/ANOVA.svg', format='svg', dpi=1200)\n",
     "plt.show()"
    ]
   },
@@ -1233,7 +1233,7 @@
     "axes[1].set_title(\"POST\")\n",
     "\n",
     "plt.tight_layout()\n",
-    "plt.savefig('./output/plots/feature_importance/var_threshold.svg', format='svg', dpi=1200)\n",
+    "plt.savefig('./results/plots/feature_importance/var_threshold.svg', format='svg', dpi=1200)\n",
     "plt.show()"
    ]
   }