Nov 17, 2016 · We present the GENESIM algorithm that transforms an ensemble of decision trees to a single decision tree with an enhanced predictive performance by using a ...
GENESIM: genetic extraction of a single, interpretable model
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The GENESIM algorithm is presented, that transforms an ensemble of decision trees to a single decision tree with an enhanced predictive performance by using ...
GENESIM: GENetic Extraction of a Single, Interpretable Model. Gilles ... - ISM (Interpretable, Single Model). Hyper-parameters are tuned using grid.
GENESIM: GENetic Extraction of a Single, Interpretable Model. This repository contains an innovative algorithm that constructs an ensemble using well-known ...
Nov 17, 2016 · The results show that GENESIM achieves a better predictive performance on most of these data sets than decision tree induction techniques and a ...
Oct 24, 2016 · It sounds like it is for some kind of genetic simulation, and the name is also very similar to "gensim", a python library for fitting topic ...
Nov 17, 2016 · The results show that GENESIM achieves a better predictive performance on most of these data sets than decision tree induction techniques and a ...
In this paper, we present a novel post-processing technique for ensembles, called. GENetic Extraction of a Single, Interpretable Model (genesim), which is able ...
May 23, 2017 · [PAKDD - BDM17] GENESIM: GENetic Extraction of a Single, Interpretable Model - Download as a PDF or view online for free.
Nov 17, 2016 · In this paper, we present a novel post-processing technique for ensembles, called GENESIM, which is able to convert the different models from ...