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Prepare the "adult" or "census-income" dataset for the use in deep learning nodes and models.

Deep learningDataPreparationSqliteLabel encoding
mlauber71 profile image
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Dec 28, 2021 10:42 AM
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Prepare the "adult" or "census-income" dataset for the use in deep learning nodes and models. Convert numbers to double and do a label enconding on the string variables with the help of SQLite. Yes, you will have to be careful with that :-) please download the complete DeepLearning (Keras, Tensorflow, H2O.ai) Workflow group: https://hub.knime.com/mlauber71/spaces/Public/latest/kn_example_deeplearning_keras_tensorflow_classification~G8jl-DTMCBqoxyB9/ adapted from: https://kni.me/w/Cm0lqIKkvThyHAD-

External resources

  • UCI - Adult Data Set
  • Profile of Kathrin from KNIME
  • adapted from: Simple Example for Binary Classification with Keras
  • H2O.ai AutoML in KNIME for classification problems
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Created with KNIME Analytics Platform version 4.5.0
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    KNIME Base nodesTrusted extension

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    KNIME Excel SupportTrusted extension

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    KNIME Math Expression (JEP)Trusted extension

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