Update KNN/KNNModel.py

KNN/KNNModel.py

@@ -10,7 +10,7 @@ import matplotlib.pyplot as plt
 class KNNModel:
     def __init__(self):
         self.target_column = "Fat_Percentage"
-        self.data_path = os.path.join("app", "data", "gym_members_exercise_tracking.csv")  # Updated path
+        self.data_path = os.path.join("data", "gym_members_exercise_tracking.csv")  # Updated path
         self.data = None
         self.selected_features = None
         self.label_encoders = {}
@@ -69,7 +69,7 @@ class KNNModel:
         plt.ylabel("Cross-Validated R^2")
         plt.title("R^2 vs. k")
         plt.grid()
-        plt.savefig(os.path.join("app", "KNN", "optimal_k_plot.png"))
+        plt.savefig(os.path.join("KNN", "optimal_k_plot.png"))
         plt.close()
 
         return self.optimal_k