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model_mvp
Commit f2cef298 authored by linfang.wang's avatar linfang.wang
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加入测试数据

parent 9763c9e6
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Showing with 10005 additions and 4 deletions
data/graph/drawplot.py
View file @ f2cef298
...@@ -35,13 +35,13 @@ def liftchart(df,x,y,classes='',bin=10,title='',xlabel='',ylabel=''): ...@@ -35,13 +35,13 @@ def liftchart(df,x,y,classes='',bin=10,title='',xlabel='',ylabel=''):
plt.subplot(2, 1,1) plt.subplot(2, 1,1)
draw_lineplot(df_out,'grid','mean',hue=classes,title=title,xlabel=xlabel,ylabel=ylabel) draw_lineplot(df_out,'grid','mean',hue=classes,title=title,xlabel=xlabel,ylabel=ylabel)
plt.subplot(2, 1, 2) plt.subplot(2, 1, 2)
draw_lineplot(df_out,'grid','acmEventRate',hue=classes,title=title,xlabel=xlabel,ylabel=ylabel) draw_lineplot(df_out,'grid','acmMean',hue=classes,title=title,xlabel=xlabel,ylabel=ylabel)
else : else :
df_out = datacal.cal_accume(df, x, y, bin) df_out = datacal.cal_accume(df, x, y, bin)
plt.subplot(2, 1, 1) plt.subplot(2, 1, 1)
draw_lineplot(df_out, 'grid','mean', title=title, xlabel=xlabel, ylabel=ylabel) draw_lineplot(df_out, 'grid','mean', title=title, xlabel=xlabel, ylabel=ylabel)
plt.subplot(2, 1, 2) plt.subplot(2, 1, 2)
draw_lineplot(df_out, 'grid','acmEventRate', title=title, xlabel=xlabel, ylabel=ylabel) draw_lineplot(df_out, 'grid','acmMean', title=title, xlabel=xlabel, ylabel=ylabel)
plt.tight_layout() plt.tight_layout()
# plt.show() # plt.show()
return plt return plt
...@@ -56,7 +56,6 @@ def univarchart(df,x,y,bin=10,classes='',title='',xlabel='',ylabel=''): ...@@ -56,7 +56,6 @@ def univarchart(df,x,y,bin=10,classes='',title='',xlabel='',ylabel=''):
''' '''
plt.cla() plt.cla()
plt.subplot(1, 1, 1) plt.subplot(1, 1, 1)
if classes !='': if classes !='':
df_out = datacal.cal_univar(df, x, y, bin, classes=[classes]) df_out = datacal.cal_univar(df, x, y, bin, classes=[classes])
draw_lineplot(df_out,'grid','mean',hue=classes,title=title,xlabel=xlabel,ylabel=ylabel) draw_lineplot(df_out,'grid','mean',hue=classes,title=title,xlabel=xlabel,ylabel=ylabel)
......
mvp/report.py
View file @ f2cef298
...@@ -49,4 +49,5 @@ if __name__ == '__main__': ...@@ -49,4 +49,5 @@ if __name__ == '__main__':
label='y' label='y'
df=pd.read_csv('test.csv') df=pd.read_csv('test.csv')
dftrain,dftest=datacal.split_train_val(df,trainsplit='timeSeries',trainsplitRatio=0.8,sort_col='applied_at') dftrain,dftest=datacal.split_train_val(df,trainsplit='timeSeries',trainsplitRatio=0.8,sort_col='applied_at')
xgbreport.report(dftrain,dftest,features,label,'','tmp.doc') xgbreport.report(dftrain,dftest,features,label,'','tmp.doc')
mvp/test.csv 0 → 100644
View file @ f2cef298
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