https://github.com/linsamtw/some_characteristics_of_xgboost

https://github.com/linsamtw/some_characteristics_of_xgboost

Last synced: over 1 year ago
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• Host: GitHub
• URL: https://github.com/linsamtw/some_characteristics_of_xgboost
• Owner: linsamtw
• Created: 2017-06-01T02:05:42.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2017-06-11T16:13:26.000Z (about 9 years ago)
• Last Synced: 2025-02-01T01:51:22.658Z (over 1 year ago)
• Language: R
• Size: 540 KB
• Stars: 0
• Watchers: 2
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Some_characteristics_of_xgboost

我使用kaggle中以下的資料進行測試

 https://www.kaggle.com/c/bosch-production-line-performance 

 

 以下是測試結果

 

|Characteristic|特性|xgbooat|

|--------------|----|-------|

|Natural handling of data of “mixed” type|自然處理“混合”型數據| X |

|Handling of missing values|處理缺失值| V |

|Robustness to outliers in input space|輸入空間中異常值的穩健性| - |

|Insensitive to monotone transformations of inputs|對輸入的單調變換不敏感| V |

|Computational scalability|計算可擴展性| V |

|Ability to deal with irrelevant inputs|處理無關投入的能力| V |

|Ability to extract linear combinations of features|能夠提取特徵的線性組合| X |

|Interpretability |解釋性| - |

|Predictive power|預測能力| VVV |

R MARKDOWN

http://linsam499190477.droppages.com/