From 3699c9cd641cf48a459f6907d1b0416b0ecef928 Mon Sep 17 00:00:00 2001 From: Khalim Conn-Kowlessar Date: Thu, 17 Oct 2024 12:05:34 +0100 Subject: [PATCH] added additional scenarios to automated model tests --- etl/epc/generate_scenarios_data.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/etl/epc/generate_scenarios_data.py b/etl/epc/generate_scenarios_data.py index 06d0e377..94f6b3ee 100644 --- a/etl/epc/generate_scenarios_data.py +++ b/etl/epc/generate_scenarios_data.py @@ -1480,11 +1480,11 @@ sap_impact = sap_impact[ # Get some metrics - MAPE for local testing mae = mean_absolute_error(sap_impact["actual_post_sap"], sap_impact["predicted_post_sap"]) -# 1.6511627906976745 +# 1.4325581395348832 mape = mean_absolute_percentage_error(sap_impact["actual_post_sap"], sap_impact["predicted_post_sap"]) -# 0.02493675525723527 +# 0.02260368763204902 mape_impact = mean_absolute_percentage_error(sap_impact["actual_impact"], sap_impact["predicted_impact"]) -# 0.34215659663334086 +# 0.38072532764393224 save_dataframe_to_s3_parquet( recommendations_scoring_data,