Training a soft tree with neural-trees

You saw the theory. Now we actually train it, and put it side by side with a classical tree and measure.

Sources

• İrsoy, Yıldız, Alpaydın 2012 · Soft Decision Trees · ICPR 2012, 1819–1822
• Frosst, N. & Hinton, G. 2017 · Distilling a Neural Network Into a Soft Decision Tree · arXiv:1711.09784
• Breiman, Friedman, Olshen, Stone 1984 · Classification and Regression Trees (CART) · Wadsworth
• Alpaydın, E. 1999 · Combined 5×2cv F Test for Comparing Supervised Classification Learning Algorithms · Neural Computation, 11(8), 1885–1892