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        "author": "Valentin Rosca",
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            "Programming Language :: Python :: 3"
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        "description": "# Decision Tree Constraints \n\nThis is a sample code of the `PruneToSizeK` method for sklearn [Decision Tree Classifier](https://scikit-learn.org/stable/modules/tree.html).\n\nUsage:\n```\nfrom sklearn.datasets import load_iris\nfrom sklearn import tree\nfrom DecisionTreeConstraints import SizeConstraintPruning\n\niris = load_iris()\nclf = tree.DecisionTreeClassifier()\nclf = clf.fit(iris.data, iris.target)\n\nMAX_SIZE=6\nSizeConstraintPruning(MAX_SIZE).pruneToSizeK(clf)\n\naccuracy = clf.score(iris.data, iris.target)\nprint('Training accuracy for max size %s: %.3f' % (MAX_SIZE, accuracy))\n```\n\nGarofalakis, M., Hyun, D., Rastogi, R. et al. Data Mining and Knowledge Discovery (2003) 7: 187. [doi:10.1023](https://doi.org/10.1023/A:1022445500761).\n\n\n",
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