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Updates image
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@johnwslee
johnwslee committed Aug 9, 2023
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Expand Up @@ -17,5 +17,8 @@ Given that the input data for prediction exists in the form of a time series, a

<img src="https://github.com/johnwslee/fine_dust_analysis_2/blob/main/img/features_for_DL.png" style="width:800px;height:400px;background-color:white">

The architecture of the models was optimized by implementing `optuna` library, and the following figures show classification report, confusion matrix, and roc curve of the model.


<img src="https://github.com/johnwslee/fine_dust_analysis_2/blob/main/img/classification.png" style="width:500px;height:400px;background-color:white">
<img src="https://github.com/johnwslee/fine_dust_analysis_2/blob/main/img/confusion_matrix.png" style="width:500px;height:400px;background-color:white">
<img src="https://github.com/johnwslee/fine_dust_analysis_2/blob/main/img/roc_curve.png" style="width:500px;height:400px;background-color:white">

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