keras-io / TF_Decision_Trees

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Total runs: 26
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Model's Last Updated: July 05 2024
tabular-classification

Introduction of TF_Decision_Trees

Model Details of TF_Decision_Trees

TensorFlow's Gradient Boosted Trees Model for structured data classification

Use TF's Gradient Boosted Trees model in binary classification of structured data

  • Build a decision forests model by specifying the input feature usage.
  • Implement a custom Binary Target encoder as a Keras Preprocessing layer to encode the categorical features with respect to their target value co-occurrences, and then use the encoded features to build a decision forests model.

The model is implemented using Tensorflow 7.0 or higher. The US Census Income Dataset containing approximately 300k instances with 41 numerical and categorical variables was used to train it. This is a binary classification problem to determine whether a person makes over 50k a year.

Author: Khalid Salama
Adapted implementation: Tannia Dubon Find the colab notebook at https://github.com/tdubon/TF-GB-Forest/blob/c0cf4c7e3e29d819b996cfe4eecc1f2728115e52/TFDecisionTrees_Final.ipynb

Runs of keras-io TF_Decision_Trees on huggingface.co

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More Information About TF_Decision_Trees huggingface.co Model

More TF_Decision_Trees license Visit here:

https://choosealicense.com/licenses/apache-2.0

TF_Decision_Trees huggingface.co

TF_Decision_Trees huggingface.co is an AI model on huggingface.co that provides TF_Decision_Trees's model effect (), which can be used instantly with this keras-io TF_Decision_Trees model. huggingface.co supports a free trial of the TF_Decision_Trees model, and also provides paid use of the TF_Decision_Trees. Support call TF_Decision_Trees model through api, including Node.js, Python, http.

TF_Decision_Trees huggingface.co Url

https://huggingface.co/keras-io/TF_Decision_Trees

keras-io TF_Decision_Trees online free

TF_Decision_Trees huggingface.co is an online trial and call api platform, which integrates TF_Decision_Trees's modeling effects, including api services, and provides a free online trial of TF_Decision_Trees, you can try TF_Decision_Trees online for free by clicking the link below.

keras-io TF_Decision_Trees online free url in huggingface.co:

https://huggingface.co/keras-io/TF_Decision_Trees

TF_Decision_Trees install

TF_Decision_Trees is an open source model from GitHub that offers a free installation service, and any user can find TF_Decision_Trees on GitHub to install. At the same time, huggingface.co provides the effect of TF_Decision_Trees install, users can directly use TF_Decision_Trees installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

TF_Decision_Trees install url in huggingface.co:

https://huggingface.co/keras-io/TF_Decision_Trees

Url of TF_Decision_Trees

TF_Decision_Trees huggingface.co Url

Provider of TF_Decision_Trees huggingface.co

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