PranayKo

7 ms·

1. 1.▲
   by PranayKo 1y ago

   1. the train test in here was leaky, but in our current iteration of the work we do 10 fold train / test without leakage 2. There was no different in performance at higher HR values, the rpi data contained people running in place and o
2. 2.▲
   by PranayKo 1y ago

   1. in this iteration we used a 64% training 16% validation 20% testing split. In our current work we are testing with 10 fold / leave a subject out to get better analysis. 2. the esp dataset had heart rate up to 130 which is relatively
3. 3.▲
   by PranayKo 1y ago

   1. We are currently working on multi person, this iteration doesn't support it. 2. The range was just what we had in this dataset, if we exposed the algorithm to a broader range, it would work for that too.
4. 4.▲
   by PranayKo 1y ago

   Oh great- I forgot we had the open pdf posted somewhere
5. 5.▲
   by PranayKo 1y ago

   Thanks! https://ieeexplore.ieee.org/abstract/document/11096342 That’s the official paper link. Sorry it’s not open access.
6. 6.▲
   by PranayKo 1y ago

   Hey guys I am the high schooler who developed this let me know if you got any questions I'd be happy to answer them