Unique ID:
| Issue Date: | October 4th 2019 |
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| Last modified: | October 4th 2019 |
XGBoost_SDG_classifier
Identify SDGs referred to in text.
Link: https://methods.officialstatistics.org/algorithms/OECD/XGBoost_SDG_classifier
SDG: 17 - Partnerships for the Goals
Tags: nlp, text analysis
Automatically identifies Sustainable Development Goals (SDGs) referred to in a text.
This algorithm takes in a text and maps it to the Sustainable Development Goals using a XGBoost classifier. It predicts for each of the 17 SDGs whether the goal was mentioned in the text or not.
The algorithm takes a string input of any size and returns a JSON file indicating the prediction for each SDG.The text input can be a sentence or a paragraph.
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SDG Indicators
| SDG: | 17 - Partnerships for the Goals |
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Data Coverage
| Cost Implication: | Free |
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Project Details
| Link: | https://methods.officialstatistics.org/algorithms/OECD/XGBoost_SDG_classifier |
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