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threefeather/H2o_neural_network_gridsearch.R

Created December 22, 2016 01:19
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H2o_neural_network_gridsearch.R
hyper_params <- list(
activation=c("Rectifier","Tanh","Maxout","RectifierWithDropout","TanhWithDropout","MaxoutWithDropout"),
hidden=list(c(200,200),c(500,500),c(500,500,500)),
input_dropout_ratio=c(0,0.05,0.1,0.2),
l1=seq(0,1e-4,1e-6),
l2=seq(0,1e-4,1e-6)
)
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