Error: water.exceptions.H2OModelBuilderIllegalArgumentException: Illegal argument(s) for DRF model: DRF_model_R_1485775621321_2. Details: ERRR on field: _ntrees: The tree model will not fit in the driver node's memory (3.9 MB per tree x 400 > 1.50 GB) - try decreasing ntrees and/or max_depth or increasing min_rows!
local=h2o.init(nthreads=2,max_mem_size='5G')
data_r=as.h2o(data.matrix(data_tr))
rn_clf=h2o.randomForest(feature.names,
'log.Sales',
training_frame=data_r,
ntrees=400,
max_depth=28,
nbins_cats = 1115
)}
Is there any other way to resolve this other than decreasing ntrees or max_depth?
是的,无论是减少功能还是nbins_cat(首先确定最佳nbins_cats)或增加RAM大小,最大深度非常高你必须减少这个,
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