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diff --git a/src/Visualizations/HighestError/Pressure_RBFCubic_R8_i59_True.png b/src/Visualizations/HighestError/Pressure_RBFCubic_R8_i59_True.png
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diff --git a/src/i6_VisualizeDifferentErrorFields.py b/src/i6_VisualizeDifferentErrorFields.py
index e854c048d4f5e643553bcff8735449a2e5d6fd13..cc0b040a1f9a2f0ea4b3383aae1ef73b6ee45e34 100644
--- a/src/i6_VisualizeDifferentErrorFields.py
+++ b/src/i6_VisualizeDifferentErrorFields.py
@@ -26,8 +26,10 @@ norm_funcs = {
 ModelFolder = f'{DataFolder}/TrainedModels/RBF_cubic'
 PatchesFolder = f'{DataFolder}/Patches'
 
-R_ = 21
-sample = 14
+# R_ = 21
+# sample = 14
+R_ = 8
+sample = 59
 
 GEOMETRY_FILE = f'{DataFolder}/test/microstructure/index_{sample}.xml'
 PRESSURE_FILE = f'{PatchesFolder}/POD_{int(R_)}/pressure_field_patches_{sample}.xml'
diff --git a/src/i8_IdentifyWorstPrediction.ipynb b/src/i8_IdentifyWorstPrediction.ipynb
index 6f66293f6bc99924e7b9c3c732f42987e9c4b1ac..7126b08c3c8e909950e286897357eb0f8dc23ad9 100644
--- a/src/i8_IdentifyWorstPrediction.ipynb
+++ b/src/i8_IdentifyWorstPrediction.ipynb
@@ -45,7 +45,8 @@
    "source": [
     "# Take the 99 percent cutoff\n",
     "# As the velocity cutoff is later than the pressure cutoff we take the velocity cutoff\n",
-    "R = 16\n",
+    "# R = 16 # Velocity\n",
+    "R = 8 # Pressure\n",
     "models = {\n",
     "    # 'POD'\n",
     "    # 'LinearRegression',\n",
@@ -86,15 +87,15 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Evaluating model RBF_cubic with R=16 for H_REFINEMENT=0\n"
+      "Evaluating model RBF_cubic with R=8 for H_REFINEMENT=0\n"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "100%|██████████| 64/64 [00:36<00:00,  1.77it/s]\n",
-      "100%|██████████| 1/1 [00:36<00:00, 36.16s/it]\n"
+      "100%|██████████| 64/64 [00:38<00:00,  1.66it/s]\n",
+      "100%|██████████| 1/1 [00:38<00:00, 38.55s/it]\n"
      ]
     }
    ],
@@ -188,7 +189,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 7,
    "id": "c8e0eca1",
    "metadata": {},
    "outputs": [
@@ -198,7 +199,7 @@
        "((1, 64), (1, 64), (1, 64))"
       ]
      },
-     "execution_count": 9,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -212,7 +213,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 8,
    "id": "ebf09da1",
    "metadata": {},
    "outputs": [],
@@ -248,7 +249,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 9,
    "id": "5b6e6c8f",
    "metadata": {},
    "outputs": [
@@ -256,11 +257,11 @@
      "data": {
       "text/plain": [
        "((array([0]), array([59])),\n",
-       " (array([0]), array([63])),\n",
-       " (array([0]), array([55])))"
+       " (array([0]), array([31])),\n",
+       " (array([0]), array([23])))"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -274,7 +275,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 10,
    "id": "bd27750b",
    "metadata": {},
    "outputs": [
@@ -286,17 +287,17 @@
       "Pressure\n",
       "Model with maximum relative L2 error: RBF_cubic\n",
       "Test sample for the maximum error: 59\n",
-      "Max Pressure Error: [0.0580657]\n",
+      "Max Pressure Error: [0.05816053]\n",
       "------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
       "Velocity X\n",
       "Model with maximum relative L2 error: RBF_cubic\n",
-      "Test sample for the maximum error: 63\n",
-      "Max Velocity X Error: [0.03785187]\n",
+      "Test sample for the maximum error: 31\n",
+      "Max Velocity X Error: [0.07722455]\n",
       "------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
       "Velocity Y\n",
       "Model with maximum relative L2 error: RBF_cubic\n",
-      "Test sample for the maximum error: 55\n",
-      "Max Velocity Y Error: [0.06116032]\n",
+      "Test sample for the maximum error: 23\n",
+      "Max Velocity Y Error: [0.22988784]\n",
       "------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n"
      ]
     },
@@ -304,9 +305,9 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_81308/1771942688.py:9: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n",
+      "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_59850/1771942688.py:9: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n",
       "  print(f'Model with maximum relative L2 error: {model_list[int(idx[0])]}')\n",
-      "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_81308/1771942688.py:10: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n",
+      "/var/folders/v_/5q1gkdc53z34pdsfnpkx2t340000gn/T/ipykernel_59850/1771942688.py:10: DeprecationWarning: Conversion of an array with ndim > 0 to a scalar is deprecated, and will error in future. Ensure you extract a single element from your array before performing this operation. (Deprecated NumPy 1.25.)\n",
       "  print(f'Test sample for the maximum error: {int(idx[1])}')\n"
      ]
     }