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Titanic survival chance

a fun application of predictive modelling

This little app takes the parameters you choose and make an educated guess on how likely you will survive the Titanic crash. It also demonstrates certain behaviours of well-known machine-learning models. Serves as an demo app for Novalinq academy.

info

  • features: random forest, decision tree, ridge logistic, gradient boosting machine
  • a more complete, upgraded Titanic dataset was used
  • deployed in RShiny
  • not mobile-compatible