{ "data_id": "4551", "name": "WaveformDatabaseGenerator", "exact_name": "WaveformDatabaseGenerator", "version": 1, "version_label": null, "description": "Abstract: CART book's waveform domains\nSource:\n\nOriginal Owners: \n\nBreiman,L., Friedman,J.H., Olshen,R.A., & Stone,C.J. (1984). \nClassification and Regression Trees. Wadsworth International \nGroup: Belmont, California. (see pages 43-49). \n\nDonor: \n\nDavid Aha\n\n\nData Set Information:\n\nNotes: \n-- 3 classes of waves \n-- 21 attributes, all of which include noise \n-- See the book for details (49-55, 169) \n-- waveform.data.Z contains 5000 instances\n\n\nAttribute Information:\n\n-- Each class is generated from a combination of 2 of 3 "base" waves \n-- Each instance is generated f added noise (mean 0, variance 1) in each attribute \n-- See the book for details (49-55, 169)\n\n\nRelevant Papers:\n\nLeo Breiman, Jerome H. Friedman, Adam Olshen, Jonathan Stone. "Classification and Regression Trees." 1984. \n[Web Link]\n\nCitation Request:\n\nPlease refer to the Machine Learning Repository's citation policy", "format": "ARFF", "uploader": "Hilda Fabiola Bernard", "uploader_id": 874, "visibility": "public", "creator": "\"Original Owners: Breiman\",\"L.\",\"Friedman\",\"J.H.\",\"Olshen\",\"R.A.\",\"\",\"C.J. (1984). Classification and Regression Trees. Wadsworth International Group: Belmont\",\"California. (see pages 43-49). Donor: David Aha\"", "contributor": null, "date": "2016-02-17 14:42:51", "update_comment": null, "last_update": "2016-02-17 14:42:51", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/1798820\/phphT9Lee", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "WaveformDatabaseGenerator", "Abstract: CART book's waveform domains Source: Original Owners: Breiman,L., Friedman,J.H., Olshen,R.A., & Stone,C.J. (1984). Classification and Regression Trees. Wadsworth International Group: Belmont, California. (see pages 43-49). 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