45a6ef7b722811ff1dfdc76652a144190c9e0ef8,examples/inspection/plot_partial_dependence.py,,,#,29

Before Change

plot_partial_dependence(est, X_train, features,
                        n_jobs=3, grid_resolution=20)
print("done in {:.3f}s".format(time() - tic))
fig = plt.gcf()
fig.suptitle("Partial dependence of house value on non-location features\n"
             "for the California housing dataset, with MLPRegressor")
fig.subplots_adjust(hspace=0.3)

After Change

features = ["AveOccup", "HouseAge", ("AveOccup", "HouseAge")]
print("Computing partial dependence plots...")
tic = time()
_, ax = plt.subplots(ncols=3, figsize=(9, 4))
display = plot_partial_dependence(
    est, X_train, features, kind="average", n_jobs=3, grid_resolution=20,
    ax=ax,
)

Instances