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Portfolios
郭釜瑜(David Kuo)
GCP Big query
GCP Big query
GCP Big query
By
郭釜瑜(David Kuo)
MITx Statistics and Data science Micromaster program
・
Taipei, Taiwan
Connect
本次專案用到的布林特徵,及部分特徵
上下分別為有無調整預測結果前6%資料特徵結果
網址:https://github.com/davidaxfish/Google-cloud-practice 目的:根據歷史資料分析顧客續買的機率 模型選取:Logistic regression 特徵工程:加入新特徵以及標準化前模型預測的準確度對比 關鍵結果: * 根據預測準確排序前6%的客人,會有超過6%會再次選購 * 整體而言,同基數之下,下次選購時50%的客人存在再次選購的機率 * 針對前6%消費者進行特徵工程,可提升9倍的收入
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郭釜瑜(David Kuo)
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Published: Jan 22nd 2022
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Tools
MySQL
Google
GitHub
Machine Learning
Big query
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