diff --git a/CMakeLists.txt b/CMakeLists.txt
index cc7c100..0e6f9ea 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -1,5 +1,5 @@
 cmake_minimum_required(VERSION 3.25)
-project(COSC-4P80-Assignment-3 VERSION 0.0.23)
+project(COSC-4P80-Assignment-3 VERSION 0.0.24)
 include(FetchContent)
 
 option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF)
diff --git a/errors-quantization25.png b/errors-quantization25.png
new file mode 100644
index 0000000..9cea030
Binary files /dev/null and b/errors-quantization25.png differ
diff --git a/errors-topological25.png b/errors-topological25.png
new file mode 100644
index 0000000..032de22
Binary files /dev/null and b/errors-topological25.png differ
diff --git a/plot_line_graph.py b/plot_line_graph.py
index ef4596b..4495580 100644
--- a/plot_line_graph.py
+++ b/plot_line_graph.py
@@ -21,7 +21,7 @@ if split.lower() == "false":
     fig, ax1 = plt.subplots()
 
     ax1.plot(data1, color='b', label='Topological Error')
-    ax1.set_xlabel('Epochs')
+    ax1.set_xlabel('Epoch')
     ax1.set_ylabel('Error %', color='b')
     ax1.tick_params(axis='y', labelcolor='b')
     ax1.set_ylim(0, 1)
@@ -39,3 +39,23 @@ if split.lower() == "false":
     plt.savefig("errors{}.png".format(bins))
 else:
     plt.plot(data1, color='b', label='Topological Error')
+    plt.xlabel('Epoch')
+    plt.ylabel('Error %', color='b')
+    plt.tick_params(axis='y', labelcolor='b')
+    plt.ylim(0, 1)
+    
+    plt.title("Topological Error (Bins: {})".format(bins))
+    
+    plt.savefig("errors-topological{}.png".format(bins))
+    
+    plt.plot(data2, color='b', label='Quantization Error')
+    plt.xlabel('Epoch')
+    plt.ylabel('Incorrect BMU', color='b')
+    plt.tick_params(axis='y', labelcolor='b')
+    plt.ylim(y_min, y_max)
+    
+    plt.title("Quantization Error (Bins: {})".format(bins))
+    
+    plt.savefig("errors-quantization{}.png".format(bins))
+
+