请求协助解决TypeError: setup_module()收到意外关键字参数'data'

这个错误的核心原因是你调用setup_module时传入了它不支持的关键字参数data，该函数并没有定义名为data的参数。

解决方案 #

1. 确认参数名称：先查看setup_module函数的官方文档或定义，确定传入数据集的正确参数名（常见替代名称如dataset、X等）。
2. 调整传参方式：
   • 如果函数要求数据集作为第一个位置参数传入，直接去掉data=，改为位置传参：

     bank = setup_module(data, target = 'Creditability', 
                       normalize = True, stage=None,
                       transformation = True,
                    train_size = 0.8, # training over 80% of available data
                       handle_unknown_categorical = True, 
                       unknown_categorical_method = 'most_frequent',
                       remove_multicollinearity = True, # drop one of the two features that are highly correlated with each other
                       ignore_low_variance = True,#all categorical features with statistically insignificant variances are removed from the dataset.
                       combine_rare_levels = True,# all levels in categorical features below the threshold defined in rare_level_threshold param are combined together as a single level
                       numeric_imputation='median',
                       categorical_imputation='mode',
                 ordinal_features = {'Account_Balance':['No Account','None','Below 200 DM','200 DM or Above'],
                                    'Value_Savings_Stocks':['None','Below 100 DM','[100, 500)','[500, 1000)','Above 1000'],
                                    'Length_of_current_employment':['Unemployed','<1 Year','[1, 4)','[4, 7)','Above 7'],
                                    'Instalment_per_cent':['Below 20%','[20%, 25%)','(25%, 35%)','Above 35%'],
                                    'Occupation':['Unemployed, unskilled','Unskilled Permanent Resident','Skilled','Executive'],
                                     'No_of_Credits_at_this_Bank':['1','2 or 3','4 or 5','Above 6'],
                                     'No_of_dependents':['Less than 3','3 or More']
                                    },
                 fix_imbalance = True,
                 numeric_features=num_col,
                  session_id=1,)
     

   • 如果函数要求用特定关键字传参（比如dataset），则替换参数名：

     bank = setup_module(dataset=data, target = 'Creditability', 
                       # 其余参数保持不变
                       )
     

额外提示 #

如果setup_module是你自定义的函数，检查函数定义中的参数列表，确保你调用时的参数名与定义一致；如果是第三方库函数，优先查阅官方文档确认参数规范。

内容的提问来源于stack exchange，提问作者Sam