Question

这些是我项目的结果我用字典来存储每个模型的结果结果包括每个模型的评估指标值

我需要为使用两个y轴的多个条形图系列重新定位图例现在，图例栏已隐藏。

Results = {'GBR' : {'MSE' : MSE_GBR, 'R2' : R2_GBR, 'Adj-R2' : Adj_R2_GBR},
      'RFR' : {'MSE': MSE_RFR,'R2': R2_RFR, 'Adj-R2' : Adj_R2_RFR}, 
      'DTreeRegres' : {'MSE': MSE_DTreeRegres, 'R2' : R2_DTreeRegres, 'Adj-R2' : Adj_R2_DTreeRegres},
      'LassoPolyallX' : {'MSE' : Results_PenlzPolyN["MSE"][1], 'R2' : Results_PenlzPolyN["R-sq"][1],'Adj-R2' : Results_PenlzPolyN["Adj_R_sq"][1]},
      'LassoAllX' : {'MSE' : MSE_LassoAllX, 'R2' : R2_LassoAllX, 'Adj-R2' : Adj_R_sq_LassoAllX},
      'LassoSubX' : {'MSE' : MSE_LassoRegressSubX, 'R2' : R2_LassoRegressSubX, 'Adj-R2' : Adj_R_sq_LassoRegressSubX},
    'PolyLinSubX' : {'MSE' : MSE_Poly2, 'R2' : R2_Poly2, 'Adj-R2' : Adj_R_sq_Poly2},
    'LinearSubX' : {'MSE' : MSE_LinearSubX, 'R2' : R2_LinearSubX, 'Adj-R2' : Adj_R2_LinearSubX} }   

# storing the individual values in a list 
ModelNames = [m[0] for m in Results.items()] 
MSE = [m[1]['MSE'] for m in Results.items()] 
R2 = [m[1]['R2'] for m in Results.items()]
Adj_R2 = [m[1]['Adj-R2'] for m in Results.items()]

# creating a dataframe to facilitate my plot
dfplot = pd.DataFrame()

dfplot['ModelNames']= ModelNames
dfplot['MSE'] =MSE
dfplot['R2'] =R2
dfplot['Adj-R2'] = Adj_R2

dfplot

dfplot.index_col =0

ax= dfplot.plot(kind= 'bar' , secondary_y= ['R2','Adj-R2'] , rot= 60)

# Set the labels for the x ticks
plt.xticks(np.arange(8), ModelNames)
# Visualizing plot only
plt.show()

enter image description here

需要使用两个y轴重新定位多个条形系列的图例

0 个答案: