UTS_AI_Project

This is the small, easy AI project that was made in UTS Introduction to Artificial Intelligence(41040) class (2024-2). We have a copyright for these so do not copy and paste this code.

Title

Solving a binry classification problem of Titanic passenger survival using SVM

Input Data

Titanic.csv form openml(source: https://www.openml.org/search?type=data&status=active&id=40945&sort=runs)

How to solve

1. Make a dataset by loading Titanic Dataset and preprocess the dataset
2. Form the training and test dataset
3. Visualize the dataset with graphs
4. Chosse the best algorithm and parameters(We chose SVM)
5. Train the dataset with SVM
6. Test the dataset and evaluate the model

What we used

• Pandas
• sklearn -> SVM, KNN, Decision Tree for finding the best one
• matplotlib.pyplot