项目作者: rainmaker29

项目描述 :
Titanic : Machine learning from disaster : Contest submission
高级语言: Jupyter Notebook
项目地址: git://github.com/rainmaker29/Titanic-Prediction.git
创建时间: 2019-12-15T16:09:47Z
项目社区:https://github.com/rainmaker29/Titanic-Prediction

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Titanic-Prediction : Machine Learning from disaster

Kaggle hosted a Machine Learning contest at https://www.kaggle.com/c/titanic

Kaggle-Titanic

The contestants have to predict surviving Passengers

This notebook is my prediction

  1. Model selected : GradientBoostingCLassifier
  2. Accuracy : 0.83
  3. SVC,KNieghborsClassifier were also considered but gave relatively poor predictions

GradientBoostingClassifier reference : https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.GradientBoostingClassifier.html