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Create Ml - Natural Language Text Classification

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Takuro Hanawa
Takuro Hanawa

@【DMM meetup】Apple WWDC 2018 報告会

Technology
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“Any kid can do it. “ 👧👦 Create ML 🤖 Hanawa Takuro LIFULL Co., Ltd.
$Hanawa Takuro facebook.com/takuro.hanawa 🏢LIFULL Co.,Ltd. iOS Engineer / WWDC … 🤵🌹Bachelor Japan
😟
Natural Language Text Classification Object Detection ❌ Categorization and Quantity Estimation Image Classification
Natural Language Text Classification 🗣❓ “ ” Qiita: Create ML https://qiita.com/hanawat/items/63176648a52b5e0b985b
Agenda • Preparing the data set 🐣 • Start training 🤖 • Export model 🖨 • Demo 💪
Preparing the data set 🐣 • MLDataTable: • MLDataColumn: 
 MLDataValueConvertible 
 (Array, Dictionary ) • MLDataValue: 
 Int, Double, String, …
Preparing the data set 🐣 • CSV JSON
🌹 • 1300 • 2018/06/15 19:00 1 • : • : anti, normal, fan
 ※ 👁 👁 Preparing the data set 🐣
Preparing the data set 🐣 😇
Start training 🤖
Start training 🤖 • CSV MLDataTable • • MLTextClassifier( )
Start training 🤖 • MLDataTable MLDataValueConvertible 😡
Start training 🤖 • 🐛 • 😇 (1321→449)
Start training 🤖 • / MLClassifierMetrics
Export model 🖨
Export model 🖨 • MLRegressor write(to:metadata:) MLModel • playgroundSharedDataDirectory Documents ”Shared Playground Data”
Export model 🖨
❌ ❌❌ 😂
Demo 💪

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