xtern Project

Overview

The xtern project is an exploratory data analysis initiative using the "XTern 2024 Artificial Intelligence Data Set." This dataset encompasses extensive information on student majors, classes, universities, time, and their food choices.

Data Files

Xtern_TrainData.csv: Main dataset with training data. Xtern_Menu.csv: Contains menu items and related data.

Model Performance

Current Model Accuracy: 0.5653333333333334

Improvement Considerations:

Data Preprocessing to target accuracy of 80-90%. Expanding dataset beyond current 5000 data points for enhanced performance.