H2O Automl in R and Python

Question

I have a very simple question. I recently started working on python.

Here is the R codes for H2O Automl

aml <- h2o.automl(x = x, y = y, project_name =gtp,max_runtime_secs = 99, max_runtime_secs_per_model = 3600,
                  leaderboard_frame = test,
                  training_frame = train, validation_frame = test,nfolds =0,
                  max_models = 1000,exclude_algos = c("GLM", "DeepLearning", "GBM","DRF","StackedEnsemble"),
                  seed =  22)

How can I write these in Python?

aml = H2OAutoML(max_runtime_secs = 600, exclude_algos = "GLM", "DeepLearning", "GBM","DRF","StackedEnsemble" ,
                seed = 42,project_name =gtp)

aml.train(x = X, 
          y = y, validation_frame =hf_v
          training_frame = hf_train,
          leaderboard_frame = hf_test,)

You can also try MLJAR AutoML https://github.com/mljar/mljar-supervised Python code: ```automl = AutoML() automl.fit(X_train, y_train)``` — pplonski, Feb 21 '21 at 08:18

score 0 · Answer 1 · answered Oct 20 '19 at 00:45

0

aml = H2OAutoML(max_runtime_secs = 600, exclude_algos = ["GLM", "DeepLearning", "GBM","DRF","StackedEnsemble"] ,
                seed = 42,project_name = 'gtp')
aml.train(x = X, 
          y = y, validation_frame =hf_v
          training_frame = hf_train,
          leaderboard_frame = hf_test,)

answered Oct 20 '19 at 00:45

shafi Q

77
8

Can you please explain how yours is different and therefore correct. Just dumping some code out gives zero context – ggdx Oct 20 '19 at 01:02
I think only exclude_ algos = [ '.....'] and project_name = 'gtp' need to be added to the python version of codes. Is there any problem? – shafi Q Oct 20 '19 at 01:10

H2O Automl in R and Python

1 Answers1