[scikit-learn] control value range of MLPRegressor predictions

Thomas Evangelidis tevang3 at gmail.com
Sun Sep 10 15:13:09 EDT 2017


Is there any way to force the MLPRegressor to make predictions in the same
value range as the training data? For example, if the training data range
between -5 and -9, I don't want the predictions to range between -820 and
-800. In fact, some times I get anti-correlated predictions, for example
between 800 and 820 and I have to change the sign in order to calculate
correlations with experimental values. Is there a way to control the value
range explicitly or implicitly (by post-processing the predictions)?




Dr Thomas Evangelidis

Post-doctoral Researcher
CEITEC - Central European Institute of Technology
Masaryk University
Kamenice 5/A35/2S049,
62500 Brno, Czech Republic

email: tevang at pharm.uoa.gr

          tevang3 at gmail.com

website: https://sites.google.com/site/thomasevangelidishomepage/
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