Support XGBoost classifiers with num_class > 2, num_parallel_tree > 1 - #383
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@@ Coverage Diff @@
## mainline #383 +/- ##
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+ Coverage 84.93% 85.23% +0.29%
+ Complexity 44 42 -2
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Files 108 108
Lines 8665 8732 +67
Branches 510 523 +13
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+ Hits 7360 7443 +83
+ Misses 1281 1266 -15
+ Partials 24 23 -1
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This was referenced May 23, 2022
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The 2.4.0 version of Treelite incorporates the following improvements: * dmlc/treelite#370 * dmlc/treelite#381 * dmlc/treelite#380 * dmlc/treelite#383 Requires rapidsai/integration#474 This PR targets the 22.06 release. Closes #4715 Authors: - Philip Hyunsu Cho (https://github.com/hcho3) Approvers: - AJ Schmidt (https://github.com/ajschmidt8) - Corey J. Nolet (https://github.com/cjnolet) URL: #4752
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The 2.4.0 version of Treelite incorporates the following improvements: * dmlc/treelite#370 * dmlc/treelite#381 * dmlc/treelite#380 * dmlc/treelite#383 Requires rapidsai/integration#474 This PR targets the 22.06 release. Closes NVIDIA#4715 Authors: - Philip Hyunsu Cho (https://github.com/hcho3) Approvers: - AJ Schmidt (https://github.com/ajschmidt8) - Corey J. Nolet (https://github.com/cjnolet) URL: NVIDIA#4752
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FYI @trivialfis
This PR uses
tree_infofield to deducenum_parallel_tree. XGBoost 1.6+ also savesnum_parallel_treein the model, but we would like to support older XGBoost models too.