defplot_decision_regions(X,y,classifier,resolution=0.02):#setupmarkergeneratorandcolormapmarkers=('s','x','o','^','v')colors=('red','blue','lightgreen','gray','cyan')cmap=ListedColormap(colors[:len(np.unique(y))])#plotthedecisionsurfacex1_min,x1_max=X[:,0].min()-1,X[:,0].max()+1x2_min,x2_max=X[:,1].