/Titanic-Classification-Analysis

A repository showcasing the implementation of various classification algorithms on the Titanic dataset for predicting survival outcomes.

Primary LanguageJupyter Notebook

Titanic Classification 🛳

We conducted Exploratory Data Analysis (EDA) on the famous Titanic dataset and preprocessed the data.

We implemented four classification algorithms:

  1. K-Nearest Neighbors
  2. Artificial Neural Network
  3. Decision Tree
  4. Logistic Regression

By implementing these algorithms, we analyzed which algorithm works best with this dataset.