Jason Snouffer jsnouffer
jsnouffer
/ sensitivity_analysis_example.py
Created
July 25, 2021 14:55
— forked from romainmartinez/sensitivity_analysis_example.py
Sensitivity analysis of a (scikit-learn) machine learning model
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| from sklearn.datasets import make_regression | |
| import pandas as pd | |
| from xgboost import XGBRegressor | |
| import matplotlib.pyplot as plt | |
| import seaborn as sns | |
| X, y = make_regression(n_samples=500, n_features=4, n_informative=2, noise=0.3) | |
| X = pd.DataFrame(X, columns=['A', 'B', 'C', 'D']) | |
| model = XGBRegressor() |