plots =(

fullplot_stats.py

@@ -50,7 +50,8 @@ def total_boxplot(DATA, creator = 'any', tester = 'any', simulation = "dummy_sim
 
 
     #print(len(data_to_plot), len(labels))
-    elements = ax.boxplot(data_to_plot, patch_artist=True, tick_labels=labels)
+    median_styling = {'color': 'black', 'linewidth': 2}
+    elements = ax.boxplot(data_to_plot, patch_artist=True, tick_labels=labels, medianprops=median_styling)
     for i, patch in enumerate(elements['boxes']):
         patch.set_facecolor(colors_list[(i)%10])
 
@@ -101,6 +102,7 @@ def heat_map(DATA, criteria = np.median, savepath = "./"):
     ax.figure.savefig(f"{savepath}/cross_validation_{criteria.__name__}.png")
 
 
+
 def convert_score(data):
 
     score = data['score']
@@ -119,6 +121,55 @@ def convert_score(data):
 
     return score_new
 
+# DATA[name] = {name: [scores]}
+def no_interface_plot(DATA, savepath = "./"):
+    n = 0
+    names_with = []#DATA.keys()
+    names_without = []
+    for creator, Data in DATA.items():
+        for tester, data in Data.items():
+            if tester == creator:
+                if 'NoInt' in creator:
+                    pass
+                else:
+
+                    wInt = creator+'NoInt'
+                    if wInt in DATA:
+                        names_with.append(creator)
+                        names_without.append(wInt)
+    #print(len(names_with), names_with)
+    #print(len(names_without), names_without)
+    '''
+    for tester, data in Data.items():
+        if tester == creator:
+            del DATA[]
+    '''
+    creator_means = {
+        'With interface': [np.median(DATA[name][name]) for name in names_with],
+        'Without interface': [np.median(DATA[name][name]) for name in names_without]}
+
+    x = np.arange(len(names_with))  # the label locations
+    width = 0.25  # the width of the bars
+    multiplier = 0
+
+    fig, ax = plt.subplots(layout='constrained')
+
+    for attribute, measurement in creator_means.items():
+        offset = width * multiplier
+        rects = ax.bar(x + offset, np.round(measurement,2), width, label=attribute)
+        ax.bar_label(rects, padding=3)
+        multiplier += 1
+    ax.set_ylabel('Score')
+    ax.set_title('Change in scores with visual interface disabled')
+    ax.set_xticks(x + width, names_with)
+    ax.legend(loc='upper left', ncols=3)
+    ax.set_ylim(0, 100)
+    ax.grid(axis='y')
+
+    ax.figure.savefig(f"{savepath}/no_interface.png")
+
+
+
 if __name__ == '__main__':
 
     global_path = "/home/gestures6/Easy_sim/dummy_simulation/stats/"
@@ -157,12 +208,14 @@ if __name__ == '__main__':
     savepath = global_path
     total_boxplot(DATA, creator = 'any', tester = 'any', savepath = savepath)
 
-    for name in DATA.keys():
+    no_interface_plot(DATA, savepath = savepath)
+
+    #for name in DATA.keys():
+        #total_boxplot(DATA, creator = name, tester = 'any', savepath = savepath)
+        #total_boxplot(DATA, creator = 'any', tester = name, savepath = savepath)
 
-        total_boxplot(DATA, creator = name, tester = 'any', savepath = savepath)
-        total_boxplot(DATA, creator = 'any', tester = name, savepath = savepath)
+    #heat_map(DATA, savepath = savepath)
 
-    heat_map(DATA, savepath = savepath)
 
     plt.show()