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