Greetings,

I have trained many MLPRegressors using different random_state value and estimated the R^2 using cross-validation. Now I want to combine the top 10% of them in how to get more accurate predictions. Is there a meta-estimator that can get as input a few precomputed MLPRegressors and give consensus predictions? Can the BaggingRegressor do this job using MLPRegressors as input?

Thanks in advance for any hint.
Thomas


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Thomas Evangelidis

Research Specialist

CEITEC - Central European Institute of Technology
Masaryk University
Kamenice 5/A35/1S081,
62500 Brno, Czech Republic

email: tevang@pharm.uoa.gr

          tevang3@gmail.com


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