############################################################# # # # KDD 2017 Travel Time Prediction # # InfiniteWing@CCU # # Result Mape = 0.1817 # # Rank = 13 / 3574 # # # ############################################################# File description ○ = Folder, ● = File ○ data -----------------------> Training datasets and testing datasets ○ prepared_data --------------> Prepared datasets. Generated by code "time_data_pre.py" and "time_data_fix.py" ● time_data_pre.py -----------> Generate prepared datasets ● time_data_fix.py -----------> Remove the outliers ● time_predict.py ------------> Generate final prediction To get final prediction: 1. Run "time_data_pre.py" -> You will get the prepared datasets in Folder "prepared_data" 2. Run "time_data_fix.py" -> You will get the prepared datasets ( without outliers ) in Folder "prepared_data" 3. Run "time_predict.py" -> You will get the final travel time prediction ( file named "kdd2017_time_final.csv" )
InfiniteWing/KDD-2017-Travel-Time-Prediction
KDD 2017 Travel Time Prediction, final rank 13 / 3574.
PythonApache-2.0