Zobrazeno 1 - 10
of 175
pro vyhledávání: '"Carrier , Christophe"'
Autor:
Schoenfeld, Brandon, Giraud-Carrier, Christophe, Poggemann, Mason, Christensen, Jarom, Seppi, Kevin
Much of the work in metalearning has focused on classifier selection, combined more recently with hyperparameter optimization, with little concern for data preprocessing. Yet, it is generally well accepted that machine learning applications require n
Externí odkaz:
http://arxiv.org/abs/1810.09942
Autor:
Johnson, Joseph1 (AUTHOR) josephjohnson11@gmail.com, Giraud-Carrier, Christophe1 (AUTHOR), Hatch, Bradley1 (AUTHOR)
Publikováno v:
Intelligent Data Analysis. 2024, Vol. 28 Issue 4, p909-919. 11p.
Publikováno v:
In Information Systems January 2020 87
The success of machine learning on a given task dependson, among other things, which learning algorithm is selected and its associated hyperparameters. Selecting an appropriate learning algorithm and setting its hyperparameters for a given data set c
Externí odkaz:
http://arxiv.org/abs/1407.1890
The results from most machine learning experiments are used for a specific purpose and then discarded. This results in a significant loss of information and requires rerunning experiments to compare learning algorithms. This also requires implementat
Externí odkaz:
http://arxiv.org/abs/1405.7292
The quality of an induced model by a learning algorithm is dependent on the quality of the training data and the hyper-parameters supplied to the learning algorithm. Prior work has shown that improving the quality of the training data (i.e., by remov
Externí odkaz:
http://arxiv.org/abs/1403.3342
Publikováno v:
In Materials Discovery June 2018 12:20-29
Publikováno v:
In Computers in Biology and Medicine 1 June 2013 43(5):493-503
Autor:
Neiger, Brad L., Thackeray, Rosemary, Burton, Scott H., Giraud-Carrier, Christophe G., Fagen, Michael C.
Publikováno v:
Health Promotion Practice, 2013 Mar 01. 14(2), 157-162.
Externí odkaz:
https://www.jstor.org/stable/26740445
Autor:
Johnson, Joseph1 (AUTHOR) josephjohnson11@gmail.com, Giraud-Carrier, Christophe1 (AUTHOR)
Publikováno v:
Intelligent Data Analysis. 2019, Vol. 23 Issue 2, p297-311. 15p.