当我尝试运行这个模型时
y, X =dmatrices('price - area + bedrooms + bathrooms', df, return_type='dataframe')
vif=pd.DataFrame()
vif["VIF Factor"]=[variance_inflation_factor(X.values, i) for i in range(X.shape[1])]
vif["features"]=X.columns
vif
它得到这个错误:
PatsyError Traceback (most recent call last)
<ipython-input-27-4e351f766736> in <module>()
----> 1 y, X =dmatrices('price - area + bedrooms + bathrooms', df, return_type='dataframe')
2
3 vif=pd.DataFrame()
4 vif["VIF Factor"]=[variance_inflation_factor(X.values, i) for i in range(X.shape[1])]
5 vif["features"]=X.columns
/opt/conda/lib/python3.6/site-packages/patsy/highlevel.py in dmatrices(formula_like, data, eval_env, NA_action, return_type)
310 NA_action, return_type)
311 if lhs.shape[1] == 0:
--> 312 raise PatsyError("model is missing required outcome variables")
313 return (lhs, rhs)
PatsyError: model is missing required outcome variables
为什么会发生这种情况,我能做些什么来解决它?