https://github.com/c-bata/mlcamp-adult-competition

https://github.com/c-bata/mlcamp-adult-competition

Last synced: about 1 year ago
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• Host: GitHub
• URL: https://github.com/c-bata/mlcamp-adult-competition
• Owner: c-bata
• Created: 2019-11-20T05:44:44.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2019-12-20T01:35:41.000Z (over 6 years ago)
• Last Synced: 2025-02-10T01:46:17.466Z (over 1 year ago)
• Language: Python
• Size: 67.4 KB
• Stars: 1
• Watchers: 3
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# ML camp adult competition

## How to run

1. Unarchived data and put it as `data/` directory on the root.

2. Run ``$ automl search`` to search best options using Optuna.

3. Run ``$ automl predict --features 32 --category-encoding label --fold 4`` to make submission file.

See `$ automl --help` for more details

## Command line options

```console

$ automl predict --help

Usage: automl predict [OPTIONS]

  Train and predict using LightGBM.

Options:

  --features INTEGER              The number of features.

  --featuretools / --no-featuretools

                                  Synthesis features using feature tools if

                                  True

  --category-encoding [label|ohe]

  --fold INTEGER                  The number of LightGBM model learned from N

                                  folded dataset.

  --save-model / --no-save-model  Save models in output directory, if true.

  --save-feature-importance / --no-save-feature-importance

                                  Save image of feature importance, if true.

  --help                          Show this message and exit.

```