address testing errors

CHANGES.txt

@@ -182,4 +182,5 @@ v<1.1.1>, <07/03/2023> -- Bump up sklearn requirement and some hot fixes.
 v<1.1.1>, <10/24/2023> -- Add deep isolation forest (#506).
 v<1.1.2>, <11/17/2023> -- Massive documentation optimization.
 v<1.1.2>, <11/17/2023> -- Fix the issue of contamination.
-v<1.1.2>, <11/17/2023> -- KPCA bug fix (#494).
+v<1.1.2>, <11/17/2023> -- KPCA bug fix (#494).
+v<1.1.3>, <02/07/2024> -- Minor fix for SUOD changes.

pyod/models/suod.py

@@ -133,7 +133,6 @@ def __init__(self, base_estimators=None, contamination=0.1,
                  target_dim_frac=0.5, jl_method='basic', bps_flag=True,
                  approx_clf_list=None, approx_ng_clf_list=None,
                  approx_flag_global=True, approx_clf=None,
-                 cost_forecast_loc_fit=None, cost_forecast_loc_pred=None,
                  verbose=False):
         super(SUOD, self).__init__(contamination=contamination)
         self.base_estimators = base_estimators
@@ -150,8 +149,6 @@ def __init__(self, base_estimators=None, contamination=0.1,
         self.approx_ng_clf_list = approx_ng_clf_list
         self.approx_flag_global = approx_flag_global
         self.approx_clf = approx_clf
-        self.cost_forecast_loc_fit = cost_forecast_loc_fit
-        self.cost_forecast_loc_pred = cost_forecast_loc_pred
         self.verbose = verbose
 
         # by default we will provide a group of performing models
@@ -179,8 +176,6 @@ def __init__(self, base_estimators=None, contamination=0.1,
             approx_flag_global=self.approx_flag_global,
             approx_clf=self.approx_clf,
             bps_flag=self.bps_flag,
-            cost_forecast_loc_fit=self.cost_forecast_loc_fit,
-            cost_forecast_loc_pred=self.cost_forecast_loc_pred,
             verbose=self.verbose,
         )