This repository contains solutions for machine learning tasks applied to a dataset involving material properties and manufacturing parameters. The goal is to predict Lifespan using regression and classify samples as defective or non-defective.

Regression

• Linear Result
• XGBoost Result
• Artificial Neural Network Result
• XGBoost Feature Importance

Classification

• ANN Classifier Result
• Decision Tree Classifier Result

View Code

Jupyter Notebook

Download Dataset

Dataset