{ "data_id": "46300", "name": "relative_location_of_ct", "exact_name": "relative_location_of_ct", "version": 1, "version_label": null, "description": "From original source:\n-----\n\nThe dataset consists of 384 features extracted from CT images. The class variable is numeric and denotes the relative location of the CT slice on the axial axis of the human body.\n\nAdditional Information\n\nThe data was retrieved from a set of 53500 CT images from 74 different\npatients (43 male, 31 female).\n\nEach CT slice is described by two histograms in polar space.\nThe first histogram describes the location of bone structures in the image,\nthe second the location of air inclusions inside of the body.\nBoth histograms are concatenated to form the final feature vector.\nBins that are outside of the image are marked with the value -0.25.\n\nThe class variable (relative location of an image on the axial axis) was\nconstructed by manually annotating up to 10 different distinct landmarks in\neach CT Volume with known location. The location of slices in between\nlandmarks was interpolated.\n\nHas Missing Values?\n\nNo\n-----\nColumns with index 0 were deleted from the dataset, usually because they related to some kind of index.", "format": "arff", "uploader": "Bruno Belucci Teixeira", "uploader_id": 30703, "visibility": "public", "creator": "\"Graf,F., Kriegel,H.-P., Schubert,M., Poelsterl,S., and Cavallaro,A.\"", "contributor": "\"Bruno Belucci\"", "date": "2024-07-24 12:20:20", "update_comment": null, "last_update": "2024-07-24 12:20:20", "licence": "CC BY 4.0", "status": "active", "error_message": null, "url": "https:\/\/api.openml.org\/data\/download\/22120811\/dataset", "default_target_attribute": "reference", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "relative_location_of_ct", "From original source: ----- The dataset consists of 384 features extracted from CT images. The class variable is numeric and denotes the relative location of the CT slice on the axial axis of the human body. Additional Information The data was retrieved from a set of 53500 CT images from 74 different patients (43 male, 31 female). Each CT slice is described by two histograms in polar space. The first histogram describes the location of bone structures in the image, the second the location of air " ], "weight": 5 }, "qualities": { "NumberOfInstances": 53500, "NumberOfFeatures": 385, "NumberOfClasses": 0, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 385, "NumberOfSymbolicFeatures": 0, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "AutoCorrelation": -6.3911280062804074, "PercentageOfMissingValues": 0, "Dimensionality": 0.007196261682242991, "PercentageOfNumericFeatures": 100, "MajorityClassPercentage": null, "PercentageOfSymbolicFeatures": 0, "MajorityClassSize": null, "MinorityClassPercentage": null }, "tags": [], "features": [ { "name": "reference", "index": "384", "type": "numeric", "distinct": "53347", "missing": "0", "target": "1", "min": "2", "max": "97", "mean": "47", "stdev": "22" }, { "name": "value0", "index": "0", "type": 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