/titanic_kaggle

Titanic survival problem from Kaggle.

Primary LanguagePython

Titanic: Machine Learning from Disaster

Titanic survival problem from Kaggle. https://www.kaggle.com/c/titanic

DEPENDENCY

  1. numpy
  2. matplotlib
  3. sklearn
  4. pandas

Basics of :

  1. Data wrangling
  2. Data plotting
  3. Data extraction
  4. Feature engineering
  5. Predictive model

OUTPUT :

A generated CSV file within script to predict the test data in test.csv. Final output score 0.84.

HOW TO RUN ?

  1. Download the train and test csv files from link.
  2. Change the path while data loading in script.
  3. After running change the path of final output file.
  4. For plotting data uncoomment the lines.

USED SOFTWARES & ENVIRONMENTS

  1. Ubuntu Gnome (16.04 LTS)
  2. PyCharm IDE

REFERENCES

  1. Kaggle
  2. sklean documentation
  3. matplotlib documentation
  4. stackoverflow
  5. https://ahmedbesbes.com/how-to-score-08134-in-titanic-kaggle-challenge.html
  6. https://www.kaggle.com/utkarshrai/the-solution-to-titanic-problem-first-attempt