In this project, various Machine Learning techniques are used to predict whether a person is servived or not in Titanic accident. The following tasks are performed.
- Data Collection
- Data Processing
- Data Analysis
- Data Visualization
- Categorical Label Encoding
- Training, Testing & Evaluation of ML model
- Support Vector Machine Model
- Logistic Regression
- AdaBoost Classifier
- RandomForest Classifier
- GaussianNB
- K Nearest Neighbor(KNN)
- DecisionTree Classifier
- XGB Classifier
- XGBRF Classifier
- GridSearchCV
- RandomizedSearchCV