{ "data_id": "42372", "name": "autoMpg", "exact_name": "autoMpg", "version": 3, "version_label": null, "description": "Auto MPG (6 variables) dataset\r\n\r\nThe data concerns city-cycle fuel consumption in miles per gallon (Mpg), to be predicted in terms of 1 multivalued discrete and 5 continuous attributes (two multivalued discrete attributes (Cylinders and Origin) from the original dataset (autoMPG6) are removed).\r\n\r\nThis dataset is a slightly modified version of the dataset provided in the StatLib library. In line with the use by Ross Quinlan (1993) in predicting the attribute Mpg, 6 of the original instances were removed because they had unknown values for the Mpg attribute.", "format": "ARFF", "uploader": "Rafael Gomes Mantovani", "uploader_id": 64, "visibility": "public", "creator": null, "contributor": null, "date": "2020-04-19 21:45:53", "update_comment": null, "last_update": "2020-04-19 21:45:53", "licence": "CC0", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/21829489\/autoMPG6.arff", "default_target_attribute": "Mpg", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "autoMpg", "Auto MPG (6 variables) dataset The data concerns city-cycle fuel consumption in miles per gallon (Mpg), to be predicted in terms of 1 multivalued discrete and 5 continuous attributes (two multivalued discrete attributes (Cylinders and Origin) from the original dataset (autoMPG6) are removed). This dataset is a slightly modified version of the dataset provided in the StatLib library. In line with the use by Ross Quinlan (1993) in predicting the attribute Mpg, 6 of the original instances were remo " ], "weight": 5 }, "qualities": { "NumberOfInstances": 392, "NumberOfFeatures": 6, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 6, "NumberOfSymbolicFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": -7.672122762148341, "PercentageOfMissingValues": 0, "Dimensionality": 0.015306122448979591, "PercentageOfNumericFeatures": 100, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0 }, "tags": [ { "tag": "study_239", "uploader": "0" } ], "features": [ { "name": "Mpg", "index": "5", "type": "numeric", "distinct": "127", "missing": "0", "target": "1", "min": "9", "max": "47", "mean": "23", "stdev": "8" }, { "name": "Displacement", "index": "0", "type": "numeric", "distinct": "81", "missing": "0", "min": "68", "max": "455", "mean": "194", "stdev": "105" }, { "name": "Horse_power", "index": "1", "type": "numeric", "distinct": "93", "missing": "0", "min": "46", "max": "230", "mean": "104", "stdev": "38" }, { "name": "Weight", "index": "2", "type": "numeric", "distinct": "346", "missing": "0", "min": "1613", "max": "5140", "mean": "2978", "stdev": "849" }, { "name": "Acceleration", "index": "3", "type": "numeric", "distinct": "95", "missing": "0", "min": "8", "max": "25", "mean": "16", "stdev": "3" }, { "name": "Model_year", "index": "4", "type": "numeric", "distinct": "13", "missing": "0", "min": "70", "max": "82", "mean": "76", "stdev": "4" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 8, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 8 }