achieve0410/fel

This is "R to Py" Repo

Driving_score_estimation_project (18. 12. 26 ~)

• Related Paper : A Genetic Programming Approach for Driving Score Calculation in the Context of Intelligent Transportation Systems

Table of Contents

• Information about these files
  • .json files
  • .csv files
  • .py files

Information about these files

.json files

• test.json
  • from csv file

.csv files

• driving_score_180ea.csv
  • Search by google images, 182ea
• driving_score_new.csv
  • Search by google images, 12ea
• Tmap_data.csv
  • Data given by Professor, 15ea

.py files

• DSI.py
  • Safety Index model ( = Linear model )
    • Input data : .csv file ( compliance, acceleration, deceleration, result )
    • Output : RSME ( Root Square Mean Error )
• DSI_json.py
  • Safety Index model ( = Linear model )
    • Input data : .json file ( header: { number: }, data: { compliance: , acceleration: , deceleration: , result: } )
    • Output : RSME ( Root Square Mean Error )
• DSI_sql.py
  • Safety Index model ( = Linear model )
    • Input data : connection with mysql db
    • Output : RSME ( Root Square Mean Error )
• RF.py
  • Random Forest model
    • Input data : .csv file ( compliance, acceleration, deceleration, result )
    • Output : RSME ( Root Square Mean Error )
• RF_json.py
  • Random Forest model
    • Input data : .json file ( header: { number: }, data: { compliance: , acceleration: , deceleration: , result: } )
    • Output : RSME ( Root Square Mean Error )
• RF_sql.py
  • Random Forest model
    • Input data : connection with mysql db
    • Output : RSME ( Root Square Mean Error )
• SVM.py
  • Support Vector Machine
    • Input data : .csv file ( compliance, acceleration, deceleration, result )
    • Output : RSME ( Root Square Mean Error )
• SVM_json.py
  • Support Vector Machine
    • Input data : .json file ( header: { number: }, data: { compliance: , acceleration: , deceleration: , result: } )
    • Output : RSME ( Root Square Mean Error )
• SVM_sql.py
  • Support Vector Machine
    • Input data : connection with mysql db
    • Output : RSME ( Root Square Mean Error )
• toJson.py
  • Make .json file from csv file(or user data)
    • Input data : .csv file ( compliance, acceleration, deceleration, result )
    • Output : .json file ( data, # of data )
• pymyquery.py
  • Connecting mysql and python Testing code
    • Input data : connection with mysql db
    • Output : db data