ihm.pkl files differ and lot of missing values in an episode

[sivakumarlakkoju]

After creating the benchmark dataset for in-hospital-mortality risk, the ihm.pkl files differ when the test for checking is run. Also the csv's for each episode have lot of missing values at each time stamp, for example capillary refill rate, always has no value, is this a norm?

Is there something I'm doing wrong while building the dataset, please let me know, thank you.

PS: Is there any possibility of getting the updated library with 50+ variables as mentioned previously?