figure - one-way partial dependence plot for our logistic regression model predictor based on worst area from the plot in figure - we can see that the worst area feature has strong influence on the model decision making process based on the plotif the worst area value decreases from the model is more prone to classify the data point as benign (label which indicates no cancer this is definitely interestinglet' try to interpret some actual predictions now we will predict two data pointsone not having cancer (label and one having cancer (label )and try to interpret the prediction making process from skater core local_interpretation lime lime_tabular import limetabularexplainer exp limetabularexplainer(x_trainfeature_names=data feature_namesdiscretize_continuous=trueclass_names=[' '' ']explain prediction for data point having no canceri label exp explain_instance(x_test[ ]logistic predict_probashow_in_notebook(