Capstone Project

ECML/PKDD 15: Taxi Trip Time Prediction

Table of Contents

• Install
• Data

Install

This project requires Python 2.7 and the following Python libraries installed:

• NumPy
• Pandas
• scikit-learn
• XGBoost

Data

The dataset and evaluation script of the project can be downloaded here.

Run

1.run directly the model pkl file.

• pass the parameters test filepath,path of model file(pkl file) and
• call the runPkl in runPkl.py file

2. Similarly, run each TrainSVR ,TrainXGBoost ,MLPRegresor to train fresh.