Repository to solve the Kaggle Titatanic competition (https://www.kaggle.com/competitions/titanic/overview)
pclass: A proxy for socio-economic status (SES) 1st = Upper 2nd = Middle 3rd = Lower
age: Age is fractional if less than 1. If the age is estimated, is it in the form of xx.5
sibsp: The dataset defines family relations in this way... Sibling = brother, sister, stepbrother, stepsister Spouse = husband, wife (mistresses and fiancés were ignored)
parch: The dataset defines family relations in this way... Parent = mother, father Child = daughter, son, stepdaughter, stepson Some children travelled only with a nanny, therefore parch=0 for them.
- Improve data exploration with better graphics
- Handle missing values with a KNN Inputer
- Do some feature engineering
- Prepare data for training
- Train the Classifiers