Towards AutoML in the presence of Drift: first results

no code implementations • 24 Jul 2019 • Jorge G. Madrid, Hugo Jair Escalante, Eduardo F. Morales, Wei-Wei Tu, Yang Yu, Lisheng Sun-Hosoya, Isabelle Guyon, Michele Sebag

We extendAuto-Sklearn with sound and intuitive mechanisms that allow it to cope with this sort ofproblems.

AutoML

Term-Weighting Learning via Genetic Programming for Text Classification

no code implementations • 2 Oct 2014 • Hugo Jair Escalante, Mauricio A. García-Limón, Alicia Morales-Reyes, Mario Graff, Manuel Montes-y-Gómez, Eduardo F. Morales

We propose in this article a genetic program that aims at learning effective TWSs that can improve the performance of current schemes in text classification.

General Classification Image Classification +2