Violin plot of the predicted position encoding for longitude (top) and latitude (bottom) for every 0.1 position encoding. The x-axis corresponds to true labels while the y-axis displays the predicted value. The red curve represents the perfect regression solution (predict = true label). Both the latitude and longitude distributions present every sign of a close-to-random distribution.