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Questions tagged [automl]

Automated Machine Learning (AutoML) is to make machine learning more accessible by automatically generating a data analysis pipeline that can include data pre-processing, feature selection, and feature engineering methods along with machine learning methods and parameter settings

The goal of Automated Machine Learning (AutoML) is to make machine learning more accessible by automatically generating a data analysis pipeline that can include data pre-processing, feature selection, and feature engineering methods along with machine learning methods and parameter settings that are optimized for your data

More and more research and libraries are available on the topic, examples include auto-sklearn, H2O AutoML and Cloud AutoML.

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What should I do when H2O AutoML returns "H2OFrame is empty"?

While training a job on a SageMaker instance using H2o AutoML a message "This H2OFrame is empty" has come up after running the code, what should I do to fix the problem? /opt/ml/input/config/hyperparameters.json All Parameters: {'nfolds': '5',…
Marcel Mendes Reis
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How to hyperparametrize Amazon SageMaker Training Jobs Console

I'm trying to use de AWS SageMaker Training Jobs console to train a model with H2o.AutoMl. I got stuck trying to set up Hyperparameters, specifically setting up the 'training' field. {'classification': true, 'categorical_columns':'', 'target':…
Marcel Mendes Reis
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Deploy a AUTOML NL Trainned Model Fails

I'm working with Google Auto ML Natural Language API. I have already a trained model. In the beginning, when I trained the model, it was deployed and everything was fine. According with Google's new rules from 22th January 2019, models that have no…
DEV_BBRAS
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What is the output of the neural architecture search?

After training, what should be the output of the neural architecture search? Is that the best one ever during the training or the last architecture produced by the model?
Jimmy
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Error in the MS Azure autoML preparation - wrong file format / encoding?

I am trying to deploy the MS Azure automated machine learning as per the following Github example: https://github.com/Azure/MachineLearningNotebooks/tree/master/how-to-use-azureml/automated-machine-learning/classification-bank-marketing I changed…
damucka
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Google Cloud AutoML Vision: Compute Region configuration not being recognized

I have set my compute region and zone to us-east4 using Google Cloud SDK $ gcloud init $ gcloud config set compute/region us-east4 $ gcloud config set compute/zone us-east4 however the AutoML Vision model keeps defaulting to us-central1. I have…
michotross
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Identifying accuracy and dropped features with AutoML (ml.net)

I have been playing with ML.Net AutoML and having a blast with it. I still have some questions and hope someone either could help or guide me in the right direction with some of my questions. Question 1: I have a trained binary classification model…
Micha Schopman
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Error Sending a Row payload to predict with a Table Model in PHP is not documented for [Google AutoML]

I am trying a prediction on an Auto ML Table model I created. There is no problem doing it with CURL, where (using a Bearer Token) I POST to this path…
Francisco Tirado
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AutoML Translation Supported languages

I have a question about AutoML Translation. In the list of supported languages, we did not find our language. Can we add the Kazakh language to create our dataset? Example (translation from Russian to Kazakh)
Irene Park
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On which framework h2o automl is build?

AutoKeras is built on Keras framework and Google automl is built on tensorflow. So on which framework does the h2o build ? or is it made from scratch ?
Rutvik
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In JAVA code, not running in the Google environment, how does one use a trained translation model?

I seem to be missing something obvious, I think. We've been using the Google Translation API for a while now, and now we want to "upgrade" to a custom trained model instead of the default nmt. We've uploaded our texts, trained it, and now have a…
Jason Nethercott
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GCP AutoML Vision API: Is there an api available to check the status of training for a specific Model?

I am able to successfully start the training of a model with the code: autoMlClient.createModelAsync(location, googleModel).get() Is there an api endpoint I can call to get that status of the training for this specific model? I'd like to…
ddelponte
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How to read string content in a csv with gs:// links in the file on google cloud storage

I have run a Natural Language AutoML Text Classification model on google cloud platform. The data I used to train the model can be exported to a csv file in a bucket. The file has 3 columns (1. train/validation/test, 2. gs:// reference to the actual…
Daisy Yu
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Trouble instaling ML.NET Model Builder package

I´m trying to install ML.NET 1.0 package into Visual Studio 2017, so I can practice the ML.NET Model Builder, Then I get the flollowing message: This is my Visual Studio installation So I wolud like to know I someone have the same problem, and…
Artemination
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tpot: Use multi-output regressors only

I want to use tpot. The data I have includes multi-output continuous variables only (i.e. output shape is: (n_samples, n_output_variables), where all items are floats). This could be achievable using sklearn's MultiOutputRegressor class. But because…
DaveTheAl
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