Alvin Smart Money Management Classification Challenge
'/%3e%3c/defs%3e%3cpath fill='%23fff' d='M-120-80h240V80h-240z'/%3e%3cpath d='M-120-80h240v48h-240z'/%3e%3cpath fill='%23060' d='M-120 32h240v48h-240z'/%3e%3cg id='b'%3e%3cuse xlink:href='%23a' stroke='%23000'/%3e%3cuse xlink:href='%23a' fill='%23fff'/%3e%3c/g%3e%3cuse xlink:href='%23b' transform='scale(-1 1)'/%3e%3cpath fill='%23b00' d='M-120-24v48h101c3 8 13 24 19 24s16-16 19-24h101v-48H19C16-32 6-48 0-48s-16 16-19 24z'/%3e%3cpath id='c' d='M19 24c3-8 5-16 5-24s-2-16-5-24c-3 8-5 16-5 24s2 16 5 24'/%3e%3cuse xlink:href='%23c' transform='scale(-1 1)'/%3e%3cg fill='%23fff'%3e%3cellipse rx='4' ry='6'/%3e%3cpath id='d' d='M1 5.85s4 8 4 21-4 21-4 21z'/%3e%3cuse xlink:href='%23d' transform='scale(-1)'/%3e%3cuse xlink:href='%23d' transform='scale(-1 1)'/%3e%3cuse xlink:href='%23d' transform='scale(1 -1)'/%3e%3c/g%3e%3c/svg%3e)
Helping Kenya
$3 000 USD
Challenge completed ~3 years ago
Classification
497 joined
220 active
Start
Jun 22, 22
Close
Jul 24, 22
Reveal
Jul 24, 22
'%3e%3cpath fill='%23001489' d='M0 0v6h9V0z'/%3e%3cpath fill='%23e03c31' d='M0 0v3h9V0z'/%3e%3cg stroke='%23fff' stroke-width='2'%3e%3cpath id='d' d='m0 0 4.5 3L0 6m4.5-3H9'/%3e%3cuse xlink:href='%23b' stroke='%23ffb81c' clip-path='url(%23c)'/%3e%3c/g%3e%3cuse xlink:href='%23d' fill='none' stroke='%23007749' stroke-width='1.2'/%3e%3c/g%3e%3c/svg%3e){kind=small}
My code
Notebooks · 14 Jul 2022, 18:14 · 2
This is my code solution to the competition, thanks @zindi for a great competition and congrats to whoever wins the competition(I just won't have enough time to compete)... Maybe it might help someone with feature engineering. It is a pretty hard competition(harder than johnny sins on any given day) but yeah... Here's my code. Good hunting!
https://github.com/wuuthraad-x/Alvin-Smart-Money-Management-Classification-Challenge
after oversampling with SMOTE and using OneVsRestClassifier I got my current score 2.065476186058658
Here's the notebook
https://github.com/wuuthraad-x/Alvin-Smart-Money-Management-Classification-Challenge/blob/main/final_smart_money.ipynb
Thank you very much, this would go a long way.