/Titanic-Survival-Prediction

A basic classification model based on Random Forest Classifier predicting the Titanic Disaster Survival for a set of test data. Data Structure provided by Kaggle.

Primary LanguageJupyter Notebook

Constructing a complete Machine Learning Pipeline: Titanic Survival Prediction

The objective of this classification model was to understand the data, perform Feature Engineering and construct a fundamental Machine Learning Pipeline.

In the project I learnt and deployed concepts like Visualization, Data cleaning, making Custom Transformation Pipelines, selecting the best parameters using GridSearchCV and Randomized SearchCV, various Model Evaluation Metrics.

The model predicts if a boarded passenger survived in Titanic giving best accuracy Random Forest Classifier.