AAI-3006-Machine-Learning-2024-Spring

ML projects at Kaggle

2nd Project: Lung Cancer Survival Prediction

Lung Cancer Survival Prediction/  
├── DL_Models.ipynb  
└── ML_Models.ipynb

Project Overview

• Goal: Binary Classification
• Dataset: The Metadata on Lung Cancer Patients
  • train.csv: the training set
  • test.csv: the test set
  • submission.csv: a sample submission file in the correct format

3rd Project: Image Classification

Image Classification/   
├── DenseNet.ipynb  
├── DenseNet_ver2.ipynb  
├── ResNet.ipynb  
├── VGG-16.ipynb  
├── ViT.ipynb  
└── ML_Models.ipynb

Project Overview

• Goal: Predicting the Correct Label for Each Image
• Dataset:
  • train.csv: the training set
  • test.csv: the test set
  • SceneImages: image folder
  • submission.csv: a sample submission file in the correct format