[ML][測試] sklearn / no-show / 分類器比較
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###### tags: `ML / sklearn`
###### tags: `ML`, `sklearn`, `python`

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## 分類器

| 演算法 | 訓練時間 | 訓練集 | 測試集 | K8s Dashboard | ASUS Cloud |
| ----- | ------ | ----- | ----- | ---------- | ----- |
| SGD | 0.4s | acc=79.56% | acc=80.88% | [job](http://10.78.26.20:30000/#/log/a1b740fa-da3d-4532-9988-ac2dc852be66/noshowsgd-t-5axb0-6xqhv/pod?namespace=a1b740fa-da3d-4532-9988-ac2dc852be66&container=user-job-noshowsgd-t-5axb0) | http://10.78.26.20:31010/user/ai_maker/job/detail/746 |
| BernoulliNB | 0.8s| acc=79.56% | acc=80.88% | [job](http://10.78.26.20:30000/#/log/a1b740fa-da3d-4532-9988-ac2dc852be66/noshowbernoullinb-t-vyugl-z7tsh/pod?namespace=a1b740fa-da3d-4532-9988-ac2dc852be66&container=user-job-noshowbernoullinb-t-vyugl) | http://10.78.26.20:31010/user/ai_maker/job/detail/747 |
| Extra-trees | 12.9s | acc=100% | acc=78.46% | [job](http://10.78.26.20:30000/#/log/a1b740fa-da3d-4532-9988-ac2dc852be66/noshowextratreesclassifier-t-aq9ko-hbttv/pod?namespace=a1b740fa-da3d-4532-9988-ac2dc852be66&container=user-job-noshowextratreesclassifier-t-aq9ko) | http://10.78.26.20:31010/user/ai_maker/job/detail/745 |
| Random-forest | 15.8s | acc=99.99% | acc=79.87% | [job](http://10.78.26.20:30000/#/log/a1b740fa-da3d-4532-9988-ac2dc852be66/noshow0204-t-2wkd5-z8z9l/pod?namespace=a1b740fa-da3d-4532-9988-ac2dc852be66&container=user-job-noshow0204-t-2wkd5) | http://10.78.26.20:31010/user/ai_maker/job/detail/740 |
| SVM / SVC | 4m 41s | acc=79.56% | acc=80.88% | [job](http://10.78.26.20:30000/#/log/a1b740fa-da3d-4532-9988-ac2dc852be66/noshowsvm-t-q86uk-xgpl4/pod?namespace=a1b740fa-da3d-4532-9988-ac2dc852be66&container=user-job-noshowsvm-t-q86uk) | http://10.78.26.20:31010/user/ai_maker/job/detail/741 |
| MLP | 15m 17s | acc=79.56% | acc=80.88% | [job](http://10.78.26.20:30000/#/log/a1b740fa-da3d-4532-9988-ac2dc852be66/noshowmlp-t-v36vu-j64nw/pod?namespace=a1b740fa-da3d-4532-9988-ac2dc852be66&container=user-job-noshowmlp-t-v36vu) | http://10.78.26.20:31010/user/ai_maker/job/detail/743 |
| auto | 1h 4.9s | acc=87.24% | acc=80.46% | [job](http://10.78.26.20:30000/#/log/a1b740fa-da3d-4532-9988-ac2dc852be66/noshowauto-t-2jmw6-284pg/pod?namespace=a1b740fa-da3d-4532-9988-ac2dc852be66&container=user-job-noshowauto-t-2jmw6) | http://10.78.26.20:31010/user/ai_maker/job/detail/744 |
- 測試時間：2021/02/04