Hi guys!Thank you all for the effort put in the contest! If this kind of problems interest you we will start soon sharing ideas and resources. We have plenty of... See more

It would be great if there were blog posts or some sort of resources explaining the approach that the teams used to obtain great results.

Dear Zindi,I think this was a very interesting problem, and unlike many out there, can actually have a tangible effect on health (diagnosis, cost, continuity of... See more

Dear all,Congrats to all for finishing this challenging competition (I personally found this competition really really hard). Many thanks to my teammates @Skaak... See more

I don't know if I'm lowballing this or shooting for the stars: did anyone else consider building tree different models to predict each of the target variables,... See more

Hello all,There is a feature called 'std' in the training dataset. It is written in the problem description that:"The standard deviation, “std”, is calculated f... See more

https://github.com/suman560/bloods.ai-Blood-Spectroscopy-Classification-Challenge/tree/mainBest baseline score was obtained using support vector classifier with... See more

I need some explanation on this. Initially, we submitted using the Reading ID column, however when I submitted, I got missing items; after closely checking the... See more

Hi All,Anyone used the extra dataset provided? I am asking about Exports_<< >>.csv

Hi Everyone!We want to inform you that we started a Discord server and the invitation link is available on our website: bloods.ai https://discord.gg/AMSVkn6zPDJ... See more

Here a message from our co-founder VIDEO

hello,i think the problem for this challenge is that we have a multiclass _multioutput classification (multiclass means every ouput has 3 classes high, ok or lo... See more

We have "id" column in our datasets and it clearly has some predictive power.I suppose that a lot of participants (only my hypothesis) are exploiting it. @Zindi... See more

Hello @ZINDI, im trying to create a team but i'm finding it difficult to add members, could you assist please......

Hello Dear Competitors!Something went wrong with the transfer of the data and donation id 6824 is not good, we suggest you will remove it from the data to get a... See more

Hello everyoneI am a real beginner in the field of spectroscopy, so I apologize if my question seems obvious to many :). I noticed that some absorption values h... See more

I've been having trouble with the submissions and came to realize that the stater notebook was not updated... Does anyone have the updated stater notebook?

Hello, zindi!It will be really cool availability download all data by one click.

Hi,I think it would be worthwhile to discuss our cross-validation out of fold errors (log-loss/cross-entropy). I don't think the leaderboard is entirely represe... See more

Hello,Please in Zindi Contest Spectra dataset, Glucose, Cholesterol and skinbloodfat have absorbance values up to 170 while Hemoglobin has absorbance up to 148.... See more

Missing entries for some ID

Is this score from the public notebook? LOL

"Train_trimmed.csv: Same as the Train.csv but the absorbance columns/values have been trimmed" - file "Train_trimmed.csv" not found in data.

Hello everyone, I hope you are doing good. I just want to point that in the starter_notebook the predictions are made on "Reading_ID" while in the sample submis... See more

Hi Everyone,Just wanted to inform you that the file "Update_train" contains 486 donations now. Re-download it to be up-to-date.N.B. The trimmed one disapperared... See more