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cmap=plt.cm.RdYlBu) plt.xlim(xx.min(), xx.max()) plt.ylim(yy.min(), yy.max()) # Check out the predictions our model is making plot_decision_boundary(model_3, X, y) Looks like our model is trying to draw a straight line through the data. The main issue is our data isn’t separable by a straight line.