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Objective
- Find out the potential survivors from the test file given trained model.
Challenge(s) and Solution(s)
- The only challenge I have met is about the feature engineering. What is the strategy
to deal with the passenger name and of course # of siblings / spouses, # of parents / children aboard the Titanic
- The solution came up dramatically with regular expression. I use regular expression
to find out the titles and replace the original "Name" variable and add one more variable
called "single" as substitution for relationship variables.
Tool(s)
- Python
↖ Click to view on GitHub
Project Highlights
Required Package
Feature Engineering(Ordinal Labeling)
Neural Network: Using MLP
1.Model Configuration
2.Model Result
