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http://scikit-learn.org/stable/modules/generated/sklearn.tree.DecisionTreeClassifier.htmlAssignment 4 is the file of what is being askeddemo 1 and 2 has majority of the programming required.

Assignment Description

Unstructured Data Analytics – Assignment 4.


Due date: March 3rd, 11 PM.                                                                                                                      30 pts.


1.       Select 2 hotels that are located closely geographically and have at least 300 varied reviews/ratings on TripAdvisor. Build naïve Bayes and decision tree models using the data for the first hotel to predict the hotel rating. Calculate precision, recall and the F1 score for each model and identify the better performing model. 20 pts.


2.       Evaluate the knowledge transferability of the better performing model using the data for the second hotel. 10 pts.


Submit the python notebooks (.ipynb) file and a PDF showing the answers.



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