search

henryzord / ardennes

An Estimation of Distribution Algorithm for Decision-Tree Induction.
5 stars 1 forks source link

Top-down algorithm as heuristic #2

Closed henryzord closed 7 years ago

henryzord commented 7 years ago

Use a top-down inference algorithm for predicting a maximum depth of the trees in the population.

Guarantee that the top-down algorithm achieves 100% accuracy, to maximize the depth.

henryzord commented 7 years ago

Implemented in commit 6ec9841.

henryzord commented 7 years ago

Sklearn decision-trees are actually designed with numeric-only predictive attributes. Use a smarter algorithm!

henryzord commented 7 years ago

Using J48 (from Weka) from commit 299a89c on.