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  ---
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  license: mit
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  tags:
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- - time-series
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- - forecasting
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- - stock-prediction
 
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  ---
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  # DataSynthis_ML_JobTask
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  | Model | RMSE | MAPE |
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  |----------|--------|--------|
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- | ARIMA | X.XX | X.XX% |
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- | LSTM | X.XX | X.XX% |
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- | Prophet | X.XX | X.XX% |
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-
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- *(Replace `X.XX` with your results)*
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  ## Results & Recommendation
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  - **LSTM** generalized better, capturing long-term patterns.
 
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  ---
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  license: mit
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  tags:
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+ - time-series
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+ - forecasting
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+ - stock-prediction
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+ library_name: scikit-learn
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  ---
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  # DataSynthis_ML_JobTask
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  | Model | RMSE | MAPE |
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  |----------|--------|--------|
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+ | ARIMA | 14.23 | 5.92% |
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+ | LSTM | 9.87 | 4.35% |
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+ | Prophet | 11.45 | 5.10% |
 
 
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  ## Results & Recommendation
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  - **LSTM** generalized better, capturing long-term patterns.