ComputeError
Description :
Compute Pearson correlation coefficient (rho), maximum absolute error (MAE), cumulative absolute error (CAE) and root mean square error (RMSE) between two vectors. A minimum of 5 observation and prediction pairs are required.
If nan are present in obs or pred, they are removed before computing results.
Python :
ComputeError(obs, pred)
R :
ComputeError(obs, pred)
| Parameter | Type | Purpose |
|---|---|---|
| obs | list | Observations |
| pred | list | Predictions |
Returns :
Dict in pyEDM, named List in rEDM: with computed rho, RMSE, MAE, CAE.