[D]Neural Network and Decision Tree are the same Submitted by H117NGT t3_z9nse4 on December 1, 2022 at 1:23 PM in MachineLearning [removed] 7 comments 0
aDutchofMuch t1_iyhrdt1 wrote on December 1, 2022 at 2:29 PM "If my grandmother had wheels, she'd be a bicycle" Permalink 9
bremen79 t1_iyhsf9f wrote on December 1, 2022 at 2:37 PM The training of decision trees is independent to monotonic transformations of each coordinate of the input features, this is not true for neural networks. Permalink 4
GeneralBh t1_iyhmfrk wrote on December 1, 2022 at 1:49 PM This discussion might be interesting to you https://www.reddit.com/r/MachineLearning/comments/y2pi2a/r_neural_networks_are_decision_trees/ Permalink 3
Nrdman t1_iyhw2c1 wrote on December 1, 2022 at 3:04 PM If this guy is correct in his math, they have an equivalence: https://export.arxiv.org/abs/2210.05189v3 Permalink 2
Throwaway00000000028 t1_iyhztnr wrote on December 1, 2022 at 3:31 PM Do they have similarities? Definitely. Are they the same? No. Permalink 2
Deep-Station-1746 t1_iyhqt5h wrote
No. Just no.