<!-- Put the link to this slide here so people can follow --> <style> .reveal, .reveal h1, .reveal h2, .reveal h3, .reveal h4, .reveal h5, .reveal h6 { font-family: "Kai"} .rightalign {text-align:right} </style> <!-- .slide: data-background="https://wallpaperaccess.com/download/cyber-1682089" --> # Support Vector Machine ##### 報告人: 108618511 職自動化所碩二 陳居億 ##### 時間: 2020/11/09 ###### slide: https://hackmd.io/@QgMLhLQbQ9-J-Ci7Mbt_jA/HyYSMBVYw --- ## Outline - Introduction - Margin - Operation - Example --- ## Introduction - ![](https://i.imgur.com/2ZAIiRh.png) --- ## Margin - ![](https://i.imgur.com/97COoLr.png) - ![](https://i.imgur.com/a7ijutx.png) --- ## Margin #### Slack Variable - hard-margin - ![](https://i.imgur.com/0Z3USYP.png) - soft-margin - ![](https://i.imgur.com/YoifURg.png) --- ## Margin #### minimize - ![](https://i.imgur.com/t5k5UEW.png) --- ## Margin #### Penalty For Misclassification - ![](https://i.imgur.com/LNQtWMq.png) --- ## Operation - ![](https://i.imgur.com/RZQyVkt.png) --- ## Operation - ![](https://i.imgur.com/aPehUGu.png) --- ## Operation ![](https://i.imgur.com/gZVfTKK.png) --- ## Example [SVM example](https://colab.research.google.com/drive/1DmJNK0mhtNIL3ZKxPjFidHPgwNr840q0?usp=sharing) --- ## Thank you. ---
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