multivariate_project

This is final project for multivariate analysis course (Fall semester 2016) including one written paper and 1 poster.

The dataset was collected from Austin Animal Center portal

Folders:

1. Python: multinomial regression, Random Forest and XGBoost in Python
   • train_dataset: train the whole dataset and calculate score by using k-fold
   • train_test_dataset: split dataset into train and test set
2. r: multinomial regression in r
3. reference: reference to write report
4. Original data
5. dog_breed: build data with dog breed