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Testing modified confusion entropy as split criterion for decision trees
(2019-05-29)
In 2010, a new performance measure to evaluate the results obtained by algorithms of data classification was presented, Confusion Entropy (CEN). This render measure is able to achieve a greater discrimination than Accuracy ...
Massive finite element computations for deep learning inversion
(2019-09-24)
We focus on the inversion of borehole resistivity measurements in real time. To perform
this task, we propose the use of Deep Learning methods. One critical task on this en-
deavor is to produce a large database that can ...