Urban Air Pollution Challenge by #ZindiWeekendz
Helping Africa
$300 USD
Challenge completed over 5 years ago
Prediction
236 joined
134 active
Start
Apr 10, 20
Close
Apr 12, 20
Reveal
Apr 12, 20
Top 10 winners solution.
Connect · 13 Apr 2020, 07:17 · 16
Congratulations to the winners but everyone is a winner eventually.. The hackathon was very challenging.. The goal is to get better ,there is no losing but learning.. Bless us with solutions
Here you go. Rank#7 solution: https://github.com/chetanambi/Zindi-Solutions
Thanks for sharing
Thanks for sharing Chetan. I ran your code and added lags for all the features and it gave a better score than what you presently have on the private leaderboard. Great job.
Great
Wow.. Thats great @Alchemi! What was the private leaderboard score after adding lag features for all the features?
27.47. Which I am sure can still get better with more parameter tuning.
And considering it is a single model, no ensemble, it's really great
can you please Share your solution?
nice approach man.. keep it up
Here is the link to the update i made on Chetan's Code https://github.com/Alchemi01/Zindi-Urban-Air-Pollution
Thank you Chetan for sharing your solution..I just tried to drop features with lot of missing values (8 features) then I run your model and it gives me a better score 27.44
@Ihaeb_Bouzayani. Thanks! I had also tried dropping features which are missing more than 80% of total data. I think there were around 6 features as such but that didn't give me better score.
Nice. Thanks for sharing.
https://github.com/rajat5ranjan/Zindi-Solutions (Rank 8)
Please, top 3 winners, could you upload your solution in this thread.
I created a new thread for my solution, for better visibility. Thank you everyone for sharing your solutions.