{ "info": { "author": "Ragavendran balakrishnan", "author_email": "ragavendranb92@gmail.com", "bugtrack_url": null, "classifiers": [ "Development Status :: 2 - Pre-Alpha", "License :: Freeware", "Operating System :: POSIX :: Linux", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3.7" ], "description": "# Id3trees\n\nThis is a python package that provides the ID3 Decision tree for\nclassifying and predicting data.\n\n\nAfter installing the package in order to use it in the code, Please do\nthe following.\n\n```python\n\nfrom Id3trees import tree\n\n# train_data : A ``pandas`` DataFrame training data on which the ID3 tree\n# classification needs to be done\n# train_data_class : A ``pandas`` DataFrame consisting of a 1D series of \n# training class data\ntree = tree.MyDecisionTreeClassifier()\ntree.fit(train_data, train_data_class)\n\n# test_data : A ``pandas`` DataFrame containing the testing data\n# returns : An array of predicted class for the given\ntree.predict(test_data)\n\n# print the tree after fitting the value\ntree.print()\n\n```\n\n", "description_content_type": "", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/ragabala/Id3trees", "keywords": "", "license": "TEST", "maintainer": "", "maintainer_email": "", "name": "id3tree", "package_url": "https://pypi.org/project/id3tree/", "platform": "", "project_url": "https://pypi.org/project/id3tree/", "project_urls": { "Homepage": "https://github.com/ragabala/Id3trees" }, "release_url": "https://pypi.org/project/id3tree/0.0.4/", "requires_dist": [ "numpy", "pandas", "pylint; extra == 'dev'" ], "requires_python": "", "summary": "This is used for creating multi-split entropy based ID3Trees.", "version": "0.0.4" }, "last_serial": 4350657, "releases": { "0.0.4": [ { "comment_text": "", "digests": { "md5": "f1516a72840e5e6e7c1437d44dc9019f", "sha256": "f19e9b8614f38dfa3664d1850a2a8874c5cc3796dbc3a2bacdd1ce7835fd921f" }, "downloads": -1, "filename": "id3tree-0.0.4-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "f1516a72840e5e6e7c1437d44dc9019f", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 4326, "upload_time": "2018-10-08T04:33:39", "url": "https://files.pythonhosted.org/packages/f9/5a/587a3d91e4ab61aab3e4d3bd03e8e85cebf5319ec575730f1ccc37ee0ca2/id3tree-0.0.4-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "f4685934b95cc9d445c11cccea0c7040", "sha256": "4c9eba46215144f5b4ea6ead69923fc5aae60aba21c3e461adc0b38209a59a9e" }, "downloads": -1, "filename": "id3tree-0.0.4.tar.gz", "has_sig": false, "md5_digest": "f4685934b95cc9d445c11cccea0c7040", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 3204, "upload_time": "2018-10-08T04:33:41", "url": "https://files.pythonhosted.org/packages/57/ca/53b97fca489996e3d4fe922f32be3f4698545517b0813da2c5e42789adb4/id3tree-0.0.4.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "f1516a72840e5e6e7c1437d44dc9019f", "sha256": "f19e9b8614f38dfa3664d1850a2a8874c5cc3796dbc3a2bacdd1ce7835fd921f" }, "downloads": -1, "filename": "id3tree-0.0.4-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "f1516a72840e5e6e7c1437d44dc9019f", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 4326, "upload_time": "2018-10-08T04:33:39", "url": "https://files.pythonhosted.org/packages/f9/5a/587a3d91e4ab61aab3e4d3bd03e8e85cebf5319ec575730f1ccc37ee0ca2/id3tree-0.0.4-py2.py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "f4685934b95cc9d445c11cccea0c7040", "sha256": "4c9eba46215144f5b4ea6ead69923fc5aae60aba21c3e461adc0b38209a59a9e" }, "downloads": -1, "filename": "id3tree-0.0.4.tar.gz", "has_sig": false, "md5_digest": "f4685934b95cc9d445c11cccea0c7040", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 3204, "upload_time": "2018-10-08T04:33:41", "url": "https://files.pythonhosted.org/packages/57/ca/53b97fca489996e3d4fe922f32be3f4698545517b0813da2c5e42789adb4/id3tree-0.0.4.tar.gz" } ] }