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ensemble-learning #16

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SuperSupeng opened this issue Apr 23, 2022 · 0 comments
Open

ensemble-learning #16

SuperSupeng opened this issue Apr 23, 2022 · 0 comments
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SuperSupeng commented Apr 23, 2022 •
edited by Truth-14
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项目简介

背景开始于我们参加一些机器学习比赛，在类似于 kaggle 等大型数据科学竞赛的时候, 我们总喜欢去观摩高分选手的一些参赛模型，得出一个很重要的结论就是：除了深度学习以外的高分模型，无一例外地见到了集成学习和模型融合的身影。这个发现迫使我去学习一些除了基础模型以外的集成学习方法以便在这些比赛上获得更好的成绩。但是，当我使用具体的 sklearn 编程的时候, 往往因为不懂得集成学习的一 些底层知识而不懂参数的含义。因此，在本项目中我们会从基础模型的推导以及 sklearn 应用过渡到使用集成学习的技术去优化我们的基础模型，使得我们的模型能更好地解决机器学习问题。

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@Leolee11111

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ensemble-learning
@SuperSupeng SuperSupeng added the help wanted Extra attention is needed label Apr 23, 2022
@Sm1les Sm1les removed the help wanted Extra attention is needed label May 3, 2022
@Sm1les Sm1les changed the title ensemble-learning 集成学习教程 May 3, 2022
@Sm1les Sm1les changed the title 集成学习教程 集成学习教程：ensemble-learning May 3, 2022
@Sm1les Sm1les changed the title 集成学习教程：ensemble-learning ensemble-learning Sep 1, 2023
@Sm1les Sm1les added the 公测 label Dec 13, 2023
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@Sm1les @SuperSupeng @Leolee11111