Trying to predict survival rate of passengers using algorithms like Logistic Regression, Ada Boost, Gradient Boost , Decision Tree Classifiers , Extra Tree Classifiers , Random Forest Classifiers and XG Boost with appropriate data preprocessing techniques.

Format/columns of dataset

PassengerId Survived Pclass Name Sex Age SibSp Parch Ticket Fare Cabin Embarked

Survival 0 = No , 1 = Yes

sibsp = Number of siblings/spouses

parch = Number of parents/children

embarked = Port of Embarkation : C = Cherbourg, Q = Queenstown, S = Southampton

pclass = socio-economic status : 1st = Upper , 2nd = Middle ,3rd = Lower