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A stacking model designed for task3 of OPEDAC

Home Page: https://biendata.com/competition/scholar/

Python 100.00%
user-profiling python stacking maching-learning

task-3-of-opedac's Introduction

OPEDAC
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Team：Xi
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Organization：University of International Relations
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Members：Lu Junru; Chen Le; Meng Kongming; Xiangjun
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Introduction:
this repository is established to review codes and documents of Task3 for our team Xi in OPEDAC, which is a academic user profiling contest based on massive data provided by AMiner.org and Microsoft Academic Graph.
More detailed imformation could be browsed on the page: https://biendata.com/competition/scholar/
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Final Model:
TASK3:Hub-LinearSVR-Stacking(HLS), a stacking model that using HuberRegressor as first layer and using LinearSVR as second layer.
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Performance:
TASK3  | TRAIN | VALID | TEST |
PGNS   | 0.493 | 0.456 | None |
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Environment:
Task3: python 2.7
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More question:
[email protected]
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Please give credit to the original author when you use it elsewhere

task-3-of-opedac's People

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