/predicting-the-survival-of-Titanic-Passengers

It provides information on the fate of passengers on the Titanic, summarized according to economic status, sex, age, and survival

Primary LanguageJupyter Notebook

Project Title

Predicting the Survival of Titanic Passengers

Features

  • It provides information on the fate of passengers on the Titanic, summarized according Ito economic status (class), sex, age and survival.
  • DataSet from kaggle https://www.kaggle.com/c/titanic

Libraries

  • pandas - .read_csv , .get_dummies(col_name, drop_first) .
  • seaborn - .countplot
  • sklearn.model_selection - import train_test_split, LogisticRegression , confusion_matrix .

Deployment

To deploy this project run. Download this notebook, Go to cli

  jupyter notebook
  Run the model

Running Tests

Accuracy of Model : 81.56424581005587