modeltime.h2o
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business-science
Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.
On a training set, I used `automl_reg()` to train for half an hour to discover that the best fitting model was a stacked ensemble 'best of family' model. My default...
Matt love the package. But is there a way to extract the the h2o model class from the model_fitted? So the h2o package functions can use the object?
Was able to use save_h20_model to the path. Can see the objects in the directory. load_h2o_model is throwing a ton of java exceptions. Could this be because this is an...
On Using `modetime `, you dont clarify on the creating of the `date_year` variable at the step of creating the recipe that is `recipe_spec_timeseries` juice(prep(recipe_spec_final)) Error in `step_normalize()`: Caused by...
__Data:___ [testing_data.csv](https://github.com/business-science/modeltime.h2o/files/10203030/testing_data.csv) [training_data.csv](https://github.com/business-science/modeltime.h2o/files/10203031/training_data.csv) __Script:__ ```r model_spec % set_engine( engine = 'h2o', max_runtime_secs = 60 * 60, max_runtime_secs_per_model = 60 * 30, max_models = 15, nfolds = 5, #exclude_algos = c("DeepLearning"),...
Here's a minimal example based on Shafi's code. We can convert this into `tidymodels` format once we agree on the process being shown. ``` r # MVP EXAMPLE ---- #...
Hello @mdancho84, Here is reproducible codes for the error. I am using modeltime.h2o with modeltime resamples  library(Quandl) # Tidymodeling library(modeltime.ensemble) library(modeltime) library(tidymodels) # Base Models library(glmnet) library(xgboost) # Core...
Dear @mdancho84 , first of all thank you very much for developing this amazing ecosystem for time series modelling. I just started learning the basic ideas and packages, and I...
Is it possible to give a model_id as an integer and then model_id_desc as what is currently the model_id, this way instead of say saving off model "StackedEnsemble_BestOfFamily_AutoML_20210430_122654" I could...
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Forecasting with H2O AutoML. Use the H2O Automatic Machine Learning algorithm as a backend for Modeltime Time Series Forecasting.