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Project for my submission of the DataDriven.org Pump It Up competition

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robert-hardwick/dd_water_pumps

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dd_water_pumps

Project for my submission of the DataDriven.org Pump It Up competition - http://www.drivendata.org/competitions/7/

Methods

Random Forest

I made use of scikit-learn's RandomForestClassifier model.

Requirements

Please sign up for the competition and download necessary .csv data files from http://www.drivendata.org/competitions/7/data/ and place the files under the following names in the data directory.

./data/test_test_values.csv
./data/training_set_values.csv
./data/training_set_labels.csv

You will also need the following python modules which can be installed via pip.

  • pandas
  • numpy
  • scikit-learn
  • matplotlib (optional for graphs)

Documentation

Usage :

python predict.py

Current Best Score

77.9

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Project for my submission of the DataDriven.org Pump It Up competition

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