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v1.7.0 Multiple speed improvements

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@agudys agudys released this 19 Dec 11:46
· 161 commits to master since this release
  • Classification:
    • Significantly faster growing (two orders of magnitude for sets with >100k instances), faster pruning,
    • Added approximate mode (approximate_induction parameter). Note: this is an experimental feature - the results may change in future releases.
  • Regression:
    • Mean-based growing set as default (few times faster then median, non-significant impact on accuracy).
  • Survival:
    • Faster growing and pruning (few fold improvement).