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  # 📱 Mobile Price Prediction — ML Pipeline
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  > Predict mobile phone prices in Nepal (NPR) from specs using an end-to-end machine learning pipeline.
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  - Dataset source: Nepal mobile price listings (scraped), prices in NPR
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  - The raw data contains significant noise — header rows mixed into data, malformed price strings, URL slugs as brand names. All cleaned via custom regex parsers.
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- - Model performance is limited by dataset size; with more diverse data, tree-ensemble models would perform significantly better.
 
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+ ---
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+ license: mit
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+ language:
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+ - en
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+ - ne
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+ metrics:
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+ - mse
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+ - mae
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+ library_name: allennlp
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+ tags:
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+ - nlp
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+ - regression
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+ ---
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  # 📱 Mobile Price Prediction — ML Pipeline
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  > Predict mobile phone prices in Nepal (NPR) from specs using an end-to-end machine learning pipeline.
 
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  - Dataset source: Nepal mobile price listings (scraped), prices in NPR
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  - The raw data contains significant noise — header rows mixed into data, malformed price strings, URL slugs as brand names. All cleaned via custom regex parsers.
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+ - Model performance is limited by dataset size; with more diverse data, tree-ensemble models would perform significantly better.