Project to take any csv and try to generate model by selecting multiple models with their best parameter using GridSearch.

Usage: python src/main.py /opt/dataset/settings.yml

settings.xml need to place at location 'opt/dataset/settings.yml'

Contents of settings.yml

dataset: /opt/dataset/stud.csv

target_feature:

• "math_score" numerical_columns:
• "writing_score"
• "reading_score" categorical_columns:
• "gender"
• "race_ethnicity"
• "parental_level_of_education"
• "lunch"
• "test_preparation_course"

numerical and categorical column depends on dataset. For stud.cvs above are the values.

For sample - stud.cvs and settings.xml are committed in data folder. You can use this location and pass the relative location to the program.