refactor: Anzeige der Merkmale überarbeitet

aufgaben/p4/binary_classification.py

-from korpus import create_bewegung, Sensor
-from features.moving_average import moving_average
-from features.moving_stdev import moving_stdev
-from plot import plotter
+from features.moving_feature import moving_feature
+from features.standard_deviation import standard_deviation
+from korpus import create_bewegung
 
 
-def classify_and_plot(sensor_name: str, messung1_name: str, messung1: Sensor, messung2_name: str, messung2: Sensor,
-                      feature, window_size=0, line_plot=True, scatter_plot=True):
-    if window_size > 0:
-        first_feature = feature(window_size, messung1.werte)
-        second_feature = feature(window_size, messung2.werte)
-    else:
-        first_feature = feature(messung1)
-        second_feature = feature(messung2)
-    if line_plot:
-        plotter.plot_sensors([messung1, messung2])
-    if scatter_plot:
-        plotter.plot_scatters([
-            {'values': first_feature, 'name': f"{str(feature)} {messung1_name}: {sensor_name}"},
-            {'values': second_feature, 'name': f"{str(feature)} {messung2_name}: {sensor_name}"}
-        ])
+def binary_classification_feature(window_size=30):
 
+    # Wir holen uns den Höhensensor des Fußes (Bleibt bei Kniebeugen gleich und bewegt sich beim Laufen)
+    joggen_values = create_bewegung('joggen').messungen[1].sensoren[1].werte
+    kniebeuge_values = create_bewegung('kniebeuge').messungen[1].sensoren[1].werte
 
-if __name__ == '__main__':
-    joggen = create_bewegung('joggen').messungen[1].sensoren[1]
-    kniebeuge = create_bewegung('kniebeuge').messungen[1].sensoren[1]
+    # Berechne die Standardabweichung (Bei Kniebeugen gering, bei Joggen hoch)
+    joggen_feature = moving_feature(standard_deviation, window_size, joggen_values)
+    kniebeuge_feature = moving_feature(standard_deviation, window_size, kniebeuge_values)
+
+    return joggen_feature, kniebeuge_feature
 
-    classify_and_plot('Acc_Y', 'Joggen', joggen, 'Kniebeuge', kniebeuge, moving_stdev, 25)
+
+if __name__ == '__main__':
+    binary_classification_feature(30)