I already plot a prediction map I made with xgboost modal by matplotlib function and I want to save this map as a shapefile so I can work with it in ArcGIS, how can I do that?
the code i use
test_df['probability'] = np.minimum(pred,0.08)
fig,ax = plt.subplots()
fig.set_size_inches((15,15))
test_df.plot(ax=ax,column='probability',cmap=cmap)
plt.gca().set_facecolor('k')
plt.imshow(np.array([[test_df.probability.min(),test_df.probability.max()]]),origin='lower',cmap=cmap)
test_collisions.plot.scatter(x='DDLon',y='DDLat',
ax=ax,
s=500,
color='w',
zorder=9e99,
marker='*',
edgecolors='r')
divider = make_axes_locatable(ax)
cax = divider.append_axes("right", size="5%", pad=0.05)
ax.set_xbound(lower=x0,upper=x1)
ax.set_ybound(lower=y0,upper=y1)
plt.colorbar(cax=cax)
