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Linking Writing Processes to Writing Quality

Kaggle Submission to "Linking Writing Processes to Writing Quality" Competition

https://www.kaggle.com/competitions/linking-writing-processes-to-writing-quality

The goal of this competition is to predict overall writing quality. Does typing behavior affect the outcome of an essay? You will develop a model trained on a large dataset of keystroke logs that have captured writing process features.

The following notebook applies feature engineering and compares several models and their performance against Root Mean Squared Error (RMSE)