Skip to content

Got top-3 place in internal the Geekbrains competition. Choose proper tutors for math exam.

Notifications You must be signed in to change notification settings

hildar/choose-tutors

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

32 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Choose proper tutors for math exam

Algorithms of data analysis. Classification.

https://www.kaggle.com/c/gb-choose-tutors

In this internal GeekBrains competition we had to make classification model and weren't allowed to use external libraries.

I made the custom logistic regression function. I won top-3 place with a score of AUC ROC = 0.98392 on test data:

Usage

It have some next steps into main project file Classification.Choose tutors.ipynb:

Make functions for calculate standard scale, sigmoid and log loss function:

Make evaluate and metric functions:

Then fit and evaluate result:

At the end it is need to predict on test data, save submission.csv and send to Kaggle.

About

Got top-3 place in internal the Geekbrains competition. Choose proper tutors for math exam.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published