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kaggle-glossary's Introduction

kaggle-glossary

Kaggleでよく使われる用語集。

Kaggle始めたときにdiscussionで知らない略語が多く使われていて詰まったので作りました。追加したい単語・おかしい部分などあったらissue,PR歓迎です。

用語	意味	備考
LB	Leaderboard	コンペ中に見られるpublicと最終的な順位に使われるprivateに分かれている
shake	publicとprivateの順位が変わること	shake down/up: privateが下がる/上がること。shakeの少なさはコンペの質の判断材料の一つになる
CV	Cross Validation
trust CV	過学習しがちなpublic LBよりもCVを信用せよということ
EDA	Exploratory Data Analysis	一般的にもよく使われる
pp	post process
bbox	bounding box	Kaggle用語かどうかは不明
th	threshold
pl	pseudo label	pseudoとも略される。PyTorch Lightningを表すこともあるかもしれない
GM	Grandmaster	一番高い称号

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