{ "info": { "author": "Xinyu Zhang, Yijia Chen, Xiaochi Ge", "author_email": "mandy_zhang512@gwu.edu", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "# DATS6450-final-project\nThis package contains different machine learning models for prediction of zoo animals based on a given set of features. \n\nMachine Learning Models Used: \n* Decision Tree \n* Random Forest\n* Support Vector Machine\n\n## Installation\nYou can install `animal_classification` following the below steps: \n\n`# git clone https://github.com/yijiaceline/CSF-project.git`\n\n`# cd CSF-project`\n\n`# python3 setup.py install`\n\n## Usage\nRefer to example.py\n\n## Example Output \n`Fitting and predicting using Decision Tree Model:` \n`Accuracy:0.9523809523809523` \n`Fitting and predicting using Random Forest Model:` \n`Accuracy: 1.0` \n`Fitting and predicting using Support Vector Machine:` \n`Accuracy: 1.0` \n`Fitting and predicting using KNN:` \n`Accuracy: 0.9047619047619048` \n\n## License\nThe MIT License. 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