yanshil / STAT628_GM2_Yelp

STAT 628: Mon Group 2

Description

This repo is for the second course project of STAT 628 (Spring 2018, University of Wisconsin-Madison).

Content

• ./code/: All related code for analysis with separate folders created by code contributors. Please see the separate README in each folder for details.
  • Peijinli-mainmodel: Codes for LDA, Naive Bayesian, LSTM and Final Linear model
  • Yanshi: Codes for Random Forest, Decision Tree
  • Wen: Codes for Data Visualization
• ./data/: feature analysis output
  • Features extracted from Text: food_list, foodcount, num_exclamation_mark, num_upper_word
  • Other features: city, name, categories_dict
• ./img/: feature analysis figures and diagnostic plot.
• ./log/: The log files of running process in chtc
• ./ExecutiveSummary: With a Jupyter Notebook Executive Summary.