Upload CDM_Trial_1.py

pages/CDM_Trial_1.py

@@ -361,8 +361,8 @@ st.dataframe(styled_df)
 st.subheader('PCA comparison')
 st.write('Assesses similarity in global variance structure and major latent components.')
 # Load the saved models
-scaler = load('../dataset/synthetic_data_CDM/80/scaler_pca_model_d1_cdm_80.pkl')
-pca = load('../dataset/synthetic_data_CDM/80/pca_model_d1_cdm_80.pkl')
+scaler = load('./CDM/scaler_pca_model_d1_cdm_80.pkl')
+pca = load('./CDM/pca_model_d1_cdm_80.pkl')
 
 def pca_visual_comparison_3d_with_saved_model(real_df, synthetic_df, scaler, pca, title_suffix=""):
     assert set(real_df.columns) == set(synthetic_df.columns), "Datasets must have the same columns."