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/ DL1_H2o.R
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January 31, 2017 08:17
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| path = "~/mydata/deeplearning" | |
| setwd(path) | |
| #load libraries | |
| library(data.table) | |
| library(mlr) | |
| #set variable names | |
| setcol <- c("age", | |
| "workclass", | |
| "fnlwgt", |
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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 |
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