Characteristics of three artificial neural networks (ANN) built on immunological parameters.
收藏Figshare2015-12-02 更新2026-04-29 收录
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aCE = Cross entropy. Feature selection by automatic relevance determination.bCD = cluster of differentiation.cepoch = iteration.dDetermined by 10-fold cross validation.eBatch training passes all input data before updating the synaptic weights.fThe mean values of 10 random configurations of initial weights are reported (mean values of sensitivity, specificity and overall accuracy of the ANNs against the original clinical diagnosis).gIL = interleukin.hINF = interferon.iTNF = tumor necrosis factor.kA.a. = Aggregatibacter actinomycetemcomitans(Y4 antigen).lP.g. = Porphyromonas gingivalis(FDC381 antigen).mC.o. = Capnocytophaga ochracea.nF.n. = Fusobacterium nucleatum.o# = Number.
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2015-12-02
