Data out of bounds for alkox dataset
matteoaldeghi opened this issue · 0 comments
matteoaldeghi commented
The alkox
parameter space, defined in its config.json
, does not match the data in the csv file. The temperature is expected to be between 60 and 140:
dataset = Dataset('alkox')
for param in dataset.param_space.parameters:
print(param.name, param.low, param.high)
>>> residence_time 0.5 2.0
>>> ratio 1.0 5.0
>>> concentration 0.1 0.5
>>> temperature 60.0 140.0
But the csv file (dataset.data
) contains temperatures between 6 and 8.
This results in the following error when the method set_param_space
is called:
[ERROR] Lower bound of 0.5 provided for parameter `residence_time` is higher than minimum found in the data!
[ERROR] Lower bound of 1.0 provided for parameter `ratio` is higher than minimum found in the data!
[ERROR] Upper bound of 0.5 provided for parameter `concentration` is lower than maximum found in the data!
[ERROR] Lower bound of 60.0 provided for parameter `temperature` is higher than minimum found in the data!