https://github.com/hfagerlund/machine-learning-iris-analysis
No longer maintained. Moved to https://github.com/hfagerlund/machine-learning-classifier-iris/.
https://github.com/hfagerlund/machine-learning-iris-analysis
data-visualization jupyter-notebook machine-learning python37
Last synced: 8 months ago
JSON representation
No longer maintained. Moved to https://github.com/hfagerlund/machine-learning-classifier-iris/.
- Host: GitHub
- URL: https://github.com/hfagerlund/machine-learning-iris-analysis
- Owner: hfagerlund
- License: mit
- Created: 2018-10-29T17:41:54.000Z (over 7 years ago)
- Default Branch: master
- Last Pushed: 2018-12-14T19:20:15.000Z (over 7 years ago)
- Last Synced: 2025-05-16T19:47:50.670Z (11 months ago)
- Topics: data-visualization, jupyter-notebook, machine-learning, python37
- Language: Jupyter Notebook
- Homepage:
- Size: 157 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# machine-learning-iris-analysis
## No longer maintained. Moved to [`machine-learning-classifier-iris`](https://github.com/hfagerlund/machine-learning-classifier-iris/).
A machine learning classifier for identifying/predicting the type of iris (ie. setosa, versicolor, or virginica) based on its (petal, sepal) features.
## Features
Data is:
* loaded
* described
* visualized (somewhat)
* split into 'train' and 'test' sets
Then:
* (2) machine learning models (ie. classifiers; supervised learning algorithms) are created;
* the models are 'fit' to the training data;
* (class) predictions are made for new/out-of-sample/test data;
* the accuracy of the algorithms is evaluated and compared.
## Requirements
* Python v3.7.0
* Jupyter Notebook server v5.6.0
* IPython v6.5.0
* Iris flowers dataset (included with [scikit-learn](https://github.com/scikit-learn/scikit-learn))
(All copyrights for the above remain with their respective owners.)
## License
Copyright (c) 2018 Heini Fagerlund. Licensed under the [MIT License](https://github.com/hfagerlund/machine-learning-iris-analysis/blob/master/LICENSE).