https://github.com/pythainlp/thaimaimeex

Predict budget from project names of ThaiME
https://github.com/pythainlp/thaimaimeex

Last synced: about 1 year ago
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Predict budget from project names of ThaiME

• Host: GitHub
• URL: https://github.com/pythainlp/thaimaimeex
• Owner: PyThaiNLP
• License: other
• Created: 2020-06-13T09:34:09.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2020-06-14T09:25:55.000Z (almost 6 years ago)
• Last Synced: 2025-01-16T00:13:01.161Z (about 1 year ago)
• Language: Jupyter Notebook
• Size: 3.63 MB
• Stars: 3
• Watchers: 4
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# thaimaimee

Predict budget from project names of [ThaiME](http://nscr.nesdb.go.th/thaime-project/) 

We tried using `project_name` of ThaiME projects to predict how much `log_budget` they will get. The benchmark is done among LinearSVR, ULMFit and Multilingual Universal Sentence Encoder + LinearSVR. The metric is mean squared error (MSE).

| models       | mse      |

|--------------|----------|

| predict mean | 2.455477 |

| **LinearSVR**    | **1.166351** |

| ULMFit       | 1.170797 |

| USE          | 1.749290 |