Here i implemented a pipepilne to develop a ml-model predicting if a passenger survived or not the travel on Titanic based on available data. I also compared performance of seveal ml-models such as catBoost, RandomForest, LogisticRegression. Here RandomForest showed the best result.
This competition used accuracy as a score to compare different solutions and find out which one is the best.
I achieved score - 0.79665 and got into top 5% of participants.
https://www.kaggle.com/c/titanic - link to competition with full description