/A1_Bijan

A code for regression model on automobile data

Primary LanguagePython

A1_Bijan

A code for regression model on automobile data

Dependencies:

  • check the file : dependencies.txt to find out the libraries installed on the enviornment.
  • create conda env:
 conda env create  --name auto1 -f environment.yml

How to run?

python models.py [seed]

best seed found was 31

Description of the moethods and answers to the questions:

see the file Data Science Challenge-r03_answers.pdf

for finding the best seed run :

./loop_it_on_rand_withoutpca.sh

Best RMSE value : 19.76