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January 31, 2017 07:29
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Deep Learning
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deepmodel <- h2o.deeplearning(x = x | |
,y = y | |
,training_frame = trainh2o | |
,validation_frame = testh2o | |
,standardize = T | |
,model_id = "deep_model" | |
,activation = "Rectifier" | |
,epochs = 100 | |
,seed = 1 | |
,hidden = 5 | |
,variable_importances = T) | |
h2o.performance(deepmodel,valid = T) #85.6% |
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