alexgiving · alexgiving · May 20, 2023 · May 14, 2023 · May 14, 2023 · May 14, 2023
diff --git a/graph/plot_minkowski.py b/graph/plot_minkowski.py
@@ -71,6 +71,7 @@ def main():
     ax.scatter(points, minkowski_values)
     # from lib.minkowski import minkowski_distance
     # ax.scatter(centroids[0][dim], minkowski_distance(centroids[0][dim], dimension_data, p))
+    ax.axis('off')
     fig.savefig(str(filename), dpi=300, bbox_inches='tight')
     plt.close(fig)
 

diff --git a/lib/data.py b/lib/data.py
@@ -10,14 +10,14 @@ def get_experiment_data(experiment_id: int, dimension: int) -> tuple[int, float,
     mu_prefix: list[list[float | int]] = [[]]
     sigma_list: list[float | int] = []
 
-    if experiment_id == 1:
+    if experiment_id == 2:
         print('Experiment with 2 clusters')
         n_clusters = 2
         sigma_list = [1, 1]
         prob = 0.5
         mu_prefix = [[-4, 0], [4, 0]]
 
-    elif experiment_id == 2:
+    elif experiment_id == 3:
         print('Experiment with 3 clusters')
         n_clusters = 3
         sigma_list = [1, 1, 1]

diff --git a/main.py b/main.py
@@ -16,8 +16,8 @@
 parser.add_argument(
     '--exp',
     type=int,
-    default=1,
-    help='Experiment id (1: 2 clusters, 2: 3 clusters)'
+    default=2,
+    help='Experiment id (2: 2 clusters, 3: 3 clusters)'
 )
 
 
@@ -27,16 +27,16 @@ def main():
 
     minkowski_parameter = [0.2, 0.6, 1, 1.5, 2, 3, 5]
     T_parameter = [0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9]
-    repeats = 10
-    n_points = [500, 1000]
+    repeats = 100
+    n_points = [100, 500, 1000]
 
     dimension = 20
     n_clusters, prob, mu_list, cov_matrices = get_experiment_data(
         experiment_id=args.exp, dimension=dimension)
 
     for points in n_points:
         experiment_name = f'Clusters:{n_clusters}, points:{points}'
-        output_path = experiments_path / f'exp_1_{points}'
+        output_path = experiments_path / f'exp_{args.exp}_points_{points}'
 
         run_experiment(
             n_clusters=n_clusters,

diff --git a/report/images/plot_minkowski_function_with_p_0.2.png b/report/images/plot_minkowski_function_with_p_0.2.png
diff --git a/report/images/plot_minkowski_function_with_p_0.3.png b/report/images/plot_minkowski_function_with_p_0.3.png
diff --git a/report/images/plot_minkowski_function_with_p_1.png b/report/images/plot_minkowski_function_with_p_1.png
diff --git a/report/images/plot_minkowski_function_with_p_2.png b/report/images/plot_minkowski_function_with_p_2.png
diff --git a/report/images/plot_minkowski_function_with_p_5.png b/report/images/plot_minkowski_function_with_p_5.png