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FieldAwareFactorizationMachine is good for large dataset like the Criteo 1TB dataset.
Currently FieldAwareFactorizationMachine is not swept over in AutoML.
Task:
* Add trainer to default list…
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Training a basic AutoML using dataset: [https://www.openml.org/d/42734|https://www.openml.org/d/42734]
{code:python}import h2o
from h2o.automl import H2OAutoML
h2o.init()
train = h2o.import_file("ht…
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MLNet.CLI has been integrated with the [automl benchmark](https://github.com/openml/automlbenchmark) (courtesy of @LittleLittleCloud), and we would like to provide a brief description of the system on…
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Here are some examples where the Stacked Ensemble is not winning the leaderboard in AutoML. We should investigate what’s happening here and see if we can improve the results by adjusting the metalear…
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This is a list of follow-up tasks to #1300.
# General implementation
* [x] Improve text example to include more meaningful dataset
* [x] Improve text example to contain links to further material …
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We should consider running a benchmark to see if the complexity of having different early stopping vs sort metrics is useful by default. My main concern is that the default 0.001 stopping tolerance m…
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We should have a collection of benchmark functions to run pattern search on. It would also be great to have tools and Jupyter notebooks so users can easily try things out, tweak parameters, and visua…
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Hi there, Im struggling to get the scatterplots to work. It always prints out the above error
I used the "small" Benchmark and custom restrictions
I set the definitions dictionary correctly afaik:…
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Hi,
I am not able to find the R^2 value (coefficient of determination) for regression tasks in the result table. I see a lot of regression evaluation criteria but R^2 seems to be missing. When usin…
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In `frameworks/oboe/exec.py` I see:
```python
sys.path.append(f"{os.path.realpath(os.path.dirname(__file__))}/lib/oboe/automl")
from auto_learner import AutoLearner
```
But when running `yes …