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A stacking model designed for task3 of OPEDAC
LuJunru/Task-3-of-OPEDAC
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OPEDAC ----------------------------------------------------------------------------- Team：Xi ----------------------------------------------------------------------------- Organization：University of International Relations ----------------------------------------------------------------------------- Members：Lu Junru; Chen Le; Meng Kongming; Xiangjun ----------------------------------------------------------------------------- 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/ ----------------------------------------------------------------------------- Final Model: TASK3:Hub-LinearSVR-Stacking(HLS), a stacking model that using HuberRegressor as first layer and using LinearSVR as second layer. ----------------------------------------------------------------------------- Performance: TASK3 | TRAIN | VALID | TEST | PGNS | 0.493 | 0.456 | None | ----------------------------------------------------------------------------- Environment: Task3: python 2.7 ----------------------------------------------------------------------------- More question: lujunru31415926@163.com ----------------------------------------------------------------------------- Please give credit to the original author when you use it elsewhere
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A stacking model designed for task3 of OPEDAC
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