煞费苦心 发表于 2025-3-25 03:30:16

Prinz Alwaleed bin Talal – der Anleger-Prinze optimal combination-weights for combining the networks. We describe an approach for treating collinearity by the proper selection of the component networks, and test two algorithms for selecting the components networks in order to improve the generalisation ability of the ensemble. We present expe

朴素 发表于 2025-3-25 08:19:44

Prinz Alwaleed bin Talal – der Anleger-Prinzd. Expressions are then derived for linear combiners which are biased or correlated, and the effect of output correlations on ensemble performance is quantified. For order statistics based non-linear combiners, we derive expressions that indicate how much the median, the maximum and in general the .

HILAR 发表于 2025-3-25 12:35:48

http://reply.papertrans.cn/24/2301/230088/230088_23.png

Flu表流动 发表于 2025-3-25 17:25:12

http://reply.papertrans.cn/24/2301/230088/230088_24.png

歌唱队 发表于 2025-3-25 23:19:33

http://reply.papertrans.cn/24/2301/230088/230088_25.png

饥荒 发表于 2025-3-26 01:23:28

http://reply.papertrans.cn/24/2301/230088/230088_26.png

外形 发表于 2025-3-26 06:08:58

Boosting Using Neural Networks,ng works by iteratively constructing weak learners whose training set is conditioned on the performance of the previous members of the ensemble. In classification, we train neural networks using stochastic gradient descent and in regression, we train neural networks using conjugate gradient descent.

变形词 发表于 2025-3-26 11:32:22

A Genetic Algorithm Approach for Creating Neural Network Ensembles,prediction. An effective ensemble should consist of a set of networks that are not only highly correct, but ones that make their errors on different parts of the input space as well; however, most existing techniques only indirectly address the problem of creating such a set. We present an algorithm

NIP 发表于 2025-3-26 15:31:25

http://reply.papertrans.cn/24/2301/230088/230088_29.png

支形吊灯 发表于 2025-3-26 17:00:44

http://reply.papertrans.cn/24/2301/230088/230088_30.png
页: 1 2 [3] 4 5
查看完整版本: Titlebook: Combining Artificial Neural Nets; Ensemble and Modular Amanda J. C. Sharkey Book 1999 Springer-Verlag London Limited 1999 Ensembl.cognition