Update tasks.py

service/tasks.py

@@ -87,6 +87,7 @@ def raschet(table_name='service_placementpoint', need_time=True, task_name=STATU
 
         # Записи для обучения
         pts_trn = pts.loc[pts.sample_trn == True].reset_index(drop=True)
+        pts_trn = pts_trn.sort_values('address').reset_index(drop=True)
         pts_trn = gpd.GeoDataFrame(pts_trn, geometry='geometry', crs='epsg:32637')
         pts_target = pts_trn[['geometry']]
         pts_target['cnt'] = 1
@@ -163,7 +164,7 @@ def raschet(table_name='service_placementpoint', need_time=True, task_name=STATU
             pts_inf['age_day'] = 240
             X_inf = pts_inf[feats]
 
-            seeds = [3, 99, 87, 21, 15]
+            seeds = [99, 87, 21, 15]
 
             # Обучение, инференс
             r2_scores = []
@@ -187,7 +188,7 @@ def raschet(table_name='service_placementpoint', need_time=True, task_name=STATU
                     y_infers.append(model.predict(X_inf.drop(columns=['id'])))
             change_status('Обучение inference 100%', task_name=task_name)
             # status.status = 'Обучение inference 100%'
-            current_pred = sum(y_infers) / 5
+            current_pred = sum(y_infers) / 4
 
             # расчет шапов
             explainer = shap.TreeExplainer(model)