Basic Needs Basic Rights Kenya - Tech4MentalHealth
Classify text from university students in Kenya towards a mental health chatbot
Prize
$4 200 USD
Time
Ended over 2 years ago
Participants
499 active · 1066 enrolled
Helping
Kenya
End of The game
Connect · 6 Jul 2020, 02:04 · 18
i am happy to be in the TOP 3
Congratulations to the winners but what a shake up guys !!!
Congratulations to you. Can you please share with us, your approach ?
Congratulations to you and your team. what was your approach. I can’t wait to find out 😊
Congratulations to you and your team.
Congrats :)
Congratulations!.
Congratulations!!
Congratulations!
Many congratulations to all of the top finishers.
No doubt, the shake-up was expected because we were having very less dataset and there are several data points that can go into more than one category.
For example: "I am addicted" so this can be Alcohol addiction as well as Drug addiction.
Looking forward to learn from the winners :)
Shobhit aka asinglenueron. What was ur approach. you did very well on private LB.
First of all I want to know which of my submission did well.
I tried so many weird approaches :D
Do you know, how to check the submission score on a private dataset?
You can still submit now and get the score. LB will not get updated.
I got it. Now the submission scores got changed and they are reflecting the private leaderboard scores.
So the model did best on a private dataset is:-
single model roberta-base
Converting text to lowercase : False
OOF with 20 splits
CV Score: 0.3294175537361298
Public leaderboard SCORE: 0.33584687745369
Private leaderboard SCORE: 0.311455622610637
What preprocessing did you do on your dataset.. How did you clean your dataset ?
There was no text cleaning in this version.
I did the same thing but only for 400 rows, as i have a weird habit of always taking a holdout,and 10 splits
I tried both 10 and 20, but 20 CV score was in sync with the public leaderboard score. That's why I picked 20 splits for this competition.
@asingleneuron can you share your notebook on your solution I used
Congratulations guys