Predict-survival-on-the-Titanic

On April 15, 1912, during her maiden voyage, the widely considered “unsinkable” RMS Titanic sank after colliding with an iceberg. Unfortunately, there weren’t enough lifeboats for everyone onboard, resulting in the death of 1502 out of 2224 passengers and crew.

While there was some element of luck involved in surviving, it seems some groups of people were more likely to survive than others.

Objective

Predict the survival rate and Chances get Survived on Titanic using Machine learning.

Algorithms Used :

 * RandomForestClassifier
 * SVC
 * SVM
 * kNN
 * DecisionTreeClassifier

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Dataset source : Kaggle

Developed by : Kanishk Sharma