Questions tagged [automl]

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Incremental training and Auto Machine Learning for big datasets

I built a NLP sentence classifier, which uses vectors from word embedding as features. Training dataset is big (100k sentences). Every sentence has 930 features. I found the best model using an auto ...
2
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2answers
331 views

Auto ML vs Manual ML for a project

I recently was introduced to a AUTO ML library based on genetic programming called tpot. Thanks to @Noah Weber. I have few ...
1
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0answers
18 views

Retraining a text classifier with new data that has new labels

I have a text classifier model built on AutoML Natural Language. It currently does a great job classifying text into the set of labels it was trained for. (One of the labels it is trained for is "...
2
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1answer
87 views

Google NLP AutoML

I am doing research for Google NLP AutoML, What methodologies they have used, techniques, models, feature selection, hyper parameter optimization, etc. I could not find any paper on how google built ...