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Give up on rendering equations
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dnerini committed Mar 25, 2019
1 parent bc23acc commit 23b46e9
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Showing 2 changed files with 9 additions and 17 deletions.
12 changes: 3 additions & 9 deletions pysteps/verification/detcontscores.py
Original file line number Diff line number Diff line change
Expand Up @@ -89,17 +89,11 @@ def det_cont_fct(pred, obs, scores="", axis=None, conditioning=None):
Multiplicative scores can be computed by passing log-tranformed values.
Note that "scatter" is the only score that will be computed in dB units of
the multiplicative error, i.e.:
the multiplicative error, i.e.: 10log10(pred/obs).
.. math: 10\\log_10(x_p/x_o).
The debiased RMSE is computed as DRMSE = sqrt(RMSE - ME^2)
The debiased RMSE is computed as follows:
.. math: DRMSE = \sqrt{RMSE - ME^2}
The reduction of variance score is computed as follows:
.. math: RV = 1 - \frac{MSE}{s^2_o}
The reduction of variance score is computed as RV = 1 - MSE/Var(obs)
Score names denoted by * can only be computed offline, meaning that the
these cannot be update using _init, _accum and _compute methods of this
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14 changes: 6 additions & 8 deletions pysteps/verification/interface.py
Original file line number Diff line number Diff line change
Expand Up @@ -111,17 +111,15 @@ def get_method(name, type="deterministic"):
Multiplicative scores can be computed by passing log-tranformed values.
Note that "scatter" is the only score that will be computed in dB units of
the multiplicative error, i.e.:
the multiplicative error, i.e.: 10log10(pred/obs).
.. math: 10\\log_10(x_p/x_o).
The debiased RMSE is computed as DRMSE = sqrt(RMSE - ME^2)
The debiased RMSE is computed as follows:
The reduction of variance score is computed as RV = 1 - MSE/Var(obs)
.. math: DRMSE = \sqrt{RMSE - ME^2}
The reduction of variance score is computed as follows:
.. math: RV = 1 - \frac{MSE}{s^2_o}
Score names denoted by * can only be computed offline, meaning that the
these cannot be update using _init, _accum and _compute methods of this
module.
Score names denoted by * can only be computed offline.
Expand Down

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