Titanic - machine learning
On this page you can try machine-learning on your own. Just imagine, You are boarding the Titanic in 1912. Will You survive or die? Fill the form and the trained model will give You the result (with accuracy around 80%). Feel free to try various options.
Age – How old is the passenger (0-99 years)? The default value 30 years is the median from all passengers
Sex – Is the passenger male or female?
Socio-economic class – 1=Upper, 2=Middle, 3=Lower . Which social class is the passenger? You can understand it as ticket class too. Social_class, Passengers_of_the_Titanic
Embarked – Where the passenger boards the Titanic. S=Southampton, C=Cherbourg, Q=Queenstown (see the map above)
Fare (0-500£) – How much money spend the passenger on a ticket? A third class ticket cost around £7 in 1912 (which is nearly £800 in today’s money). A second class ticket cost around £13 (nearly £1500 today) and a first class ticket would have set you back a minimum of £30 (more than £3300 today). The default value 32£ is the mean from all passengers.
Siblings/Spouse – How many relatives have you boarded with? (example: 1 spouse, 1 brother, 1 sister, 2 cousins = 5)
Children – How many children have you boarded with?