Trying to set a maximum value for my plot

Question

How to set a maximum value for my partial dependance plot? When I set the limit for the x axis it works, but it doesn’t for the y axis, why?

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shap.partial_dependence_plot(
    "fc", model.predict, X100, ice=False, show=False,
    model_expected_value=True, feature_expected_value=True, ylabel="R")

import matplotlib.pyplot as plt 

from matplotlib.pyplot import figure
#ax = plt.gca()
#ax.set_ylim([0, 600])

plt.rcParams["figure.dpi"] = 90
plt.xlim(0, 600)
plt.ylim(0, 600)

plt.show()

Asked By: user20155022

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Source

Answer 1

shap.dependence_plot seems to return a plot object but you store it no where, right ? If so, that’s probably why you can’t set the limit for the y-axis (since the plot isn’t available yet!). I suggested you to do so :

fig, ax = shap.partial_dependence_plot(  # <- storing the plot in ax
    "fc", model.predict, X100, ice=False, show=False,
    model_expected_value=True, feature_expected_value=True, ylabel="R")

plt.rcParams["figure.dpi"] = 90
ax.set_xlim(0, 600) # <- changed plt by ax
ax.set_ylim(0, 600) # <- changed plt by ax

plt.show()

Answered By: Timeless

Trying to set a maximum value for my plot

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