Which of the 3 models is the best for this data? Based on the evaluation metrics below, I would choose the k-nearest neighbors (K=3) method as the ‘best’ for this data. The reason is KNN outperforms for all metrics when comparing to LDA and QDA. The KNN has the highest...
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Data Manipulation with Natural Language Processing (NLP)
The project’s purpose is to clean and manipulate text data prior to applying machine learning techniques. The dataset contains errors to simulate data collection in the real world.
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R Shiny App
The project’s purpose is to develop an R Shiny app for stakeholders, such as realtors, to use to make effective business decisions.
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