Open WBuddhi opened 6 years ago
Same issue. When I try the Jeremy Howard ML course, in which I guess he 's using PDPbox 0.1.0, I pip installed PDPbox 0.3.0, and executed the following code:
feats = ['saleElapsed', 'YearMade']
p = pdp.PDPInteract(model=m,df=x,model_features=list(df_trn2.columns),
features=feats,feature_names=feats,n_classes=0)
fig, axes = p.plot(plot_pdp=True,to_bins=True)
fig
According to source code:
plot_pdp : bool, optional If it is True, pdp for each feature will be plotted. Default is False.
If I set plot_pdp=True, it should plot 3 plots. But there's only 1 contour. ps: In v0.1.0, parameter only_inter controls number of plots.
The pdp_interact_plot is meant to print 3 graphs isn't it? Feature 1 vs y, Feature 2 vs y and finally a contour graph. Mine only prints the contour graph.