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『仕事ではじめる機械学習』より
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@startuml
skinparam monochrome true
skinparam backgroundColor #EEEEEE
actor アプリケーション as A
database DB as D
actor 予測APIサーバー as P
control 特徴抽出器 as F
collections 予測モデル as M
control 学習器 as L
group 予測
A <-> D: - ユーザーID\n- 商品ID
activate A
A -> P: - ユーザーID\n- 商品ID
activate P
P -> F
activate F
F -> M: 特徴量
deactivate F
activate M
M -> P
deactivate M
P -> A: 予測結果
deactivate P
deactivate A
end
group 学習バッチ
D -> F: - ログ\n- ユーザー情報
activate F
F -> L: 特徴量
deactivate F
activate L
L -> M: 学習結果
deactivate L
end
@enduml
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@startuml
skinparam monochrome true
skinparam backgroundColor #EEEEEE
actor アプリケーション as A
database DB as D
actor 予測APIサーバー as P
control 特徴抽出器 as F
collections 予測モデル as M
control 学習器 as L
group 予測参照
A <-> D
end
group 予測バッチ
D -> F: - ログ\n- ユーザー情報
activate D
activate F
F -> M: 特徴量
deactivate F
activate M
M -> D: 予測結果
deactivate M
deactivate D
end
group 学習バッチ
D -> F: - ログ\n- ユーザー情報
activate F
F -> L: 特徴量
deactivate F
activate L
L -> M: 学習結果
deactivate L
end
@enduml
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