Changes

On December 2, 2024 at 6:23:56 PM UTC, admin:
Changed title to Covertype dataset (previously Covertype Dataset)
Set author of Covertype dataset to Dilini Rajapakshaa (previously Dua Dheeru)
Updated description of Covertype dataset from
The covertype dataset is a multiclass classification dataset containing 581012 instances.
to
The dataset used in the paper is the Covertype dataset, which is a binary classification problem with high-dimensional features.
Removed tag Multiclass Classification from Covertype dataset
Added the following tags to Covertype dataset
Changed value of field defined_in to https://doi.org/10.48550/arXiv.1908.03840 in Covertype dataset
Changed value of field extra_authors to [{'extra_author': 'Christoph Bergmeira', 'orcid': ''}, {'extra_author': 'Wray Buntine', 'orcid': ''}] in Covertype dataset
Changed value of field citation to ['https://doi.org/10.48550/arXiv.2401.02080', 'https://doi.org/10.48550/arXiv.1606.09202'] in Covertype dataset
Deleted resource Original Metadata from Covertype dataset
              
    
          
          
        
        
            f 1 { f 1 {
            2   "access_rights": "", 2   "access_rights": "",
            n 3   "author": "Dua Dheeru", n 3   "author": "Dilini Rajapakshaa",
            4   "author_email": "", 4   "author_email": "",
            n 5   "citation": [], n 5   "citation": [
            6     "https://doi.org/10.48550/arXiv.2401.02080",
            7     "https://doi.org/10.48550/arXiv.1606.09202"
            8   ],
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            8   "doi": "10.57702/tc79zoxz", 11   "doi": "10.57702/tc79zoxz",
            9   "doi_date_published": "2024-11-25", 12   "doi_date_published": "2024-11-25",
            10   "doi_publisher": "TIB", 13   "doi_publisher": "TIB",
            11   "doi_status": true, 14   "doi_status": true,
            12   "domain": "https://service.tib.eu/ldmservice", 15   "domain": "https://service.tib.eu/ldmservice",
            13   "extra_authors": [ 16   "extra_authors": [
            14     { 17     {
            n 15       "extra_author": "Efi Karra Taniskidou", n 18       "extra_author": "Christoph Bergmeira",
            19       "orcid": ""
            20     },
            21     {
            22       "extra_author": "Wray Buntine",
            16       "orcid": "" 23       "orcid": ""
            17     } 24     }
            18   ], 25   ],
            19   "groups": [ 26   "groups": [
            20     { 27     {
            21       "description": "", 28       "description": "",
            n 22       "display_name": "Multiclass Classification", n 29       "display_name": "Binary Classification",
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            24       "image_display_url": "", 31       "image_display_url": "",
            n 25       "name": "multiclass-classification", n 32       "name": "binary-classification",
            26       "title": "Multiclass Classification" 33       "title": "Binary Classification"
            34     },
            35     {
            36       "description": "",
            37       "display_name": "Forest cover type",
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            39       "image_display_url": "",
            40       "name": "forest-cover-type",
            41       "title": "Forest cover type"
            42     },
            43     {
            44       "description": "",
            45       "display_name": "High-dimensional features",
            46       "id": "e87884c2-c094-45e6-ad4a-9e6c663e235a",
            47       "image_display_url": "",
            48       "name": "high-dimensional-features",
            49       "title": "High-dimensional features"
            27     } 50     }
            28   ], 51   ],
            29   "id": "ffe79293-750d-4bcb-a3d8-fa53ec77ad83", 52   "id": "ffe79293-750d-4bcb-a3d8-fa53ec77ad83",
            30   "isopen": false, 53   "isopen": false,
            31   "landing_page": "https://archive.ics.uci.edu/ml/datasets/Covertype", 54   "landing_page": "https://archive.ics.uci.edu/ml/datasets/Covertype",
            32   "license_title": null, 55   "license_title": null,
            33   "link_orkg": "", 56   "link_orkg": "",
            34   "metadata_created": "2024-11-25T14:21:10.709358", 57   "metadata_created": "2024-11-25T14:21:10.709358",
            n 35   "metadata_modified": "2024-12-02T18:21:17.177144", n 58   "metadata_modified": "2024-12-02T18:23:55.843626",
            36   "name": "covertype-dataset", 59   "name": "covertype-dataset",
            n 37   "notes": "The covertype dataset is a multiclass classification  n 60   "notes": "The dataset used in the paper is the Covertype dataset, 
            38 dataset containing 581012 instances.", 61 which is a binary classification problem with high-dimensional 
            62 features.",
            39   "num_resources": 1, 63   "num_resources": 0,
            40   "num_tags": 2, 64   "num_tags": 7,
            41   "organization": { 65   "organization": {
            42     "approval_status": "approved", 66     "approval_status": "approved",
            43     "created": "2024-11-25T12:11:38.292601", 67     "created": "2024-11-25T12:11:38.292601",
            44     "description": "", 68     "description": "",
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            46     "image_url": "", 70     "image_url": "",
            47     "is_organization": true, 71     "is_organization": true,
            48     "name": "no-organization", 72     "name": "no-organization",
            49     "state": "active", 73     "state": "active",
            50     "title": "No Organization", 74     "title": "No Organization",
            51     "type": "organization" 75     "type": "organization"
            52   }, 76   },
            53   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559", 77   "owner_org": "079d46db-32df-4b48-91f3-0a8bc8f69559",
            54   "private": false, 78   "private": false,
            55   "relationships_as_object": [], 79   "relationships_as_object": [],
            56   "relationships_as_subject": [], 80   "relationships_as_subject": [],
            n 57   "resources": [ n 81   "resources": [],
            58     { 
            59       "cache_last_updated": null, 
            60       "cache_url": null, 
            61       "created": "2024-12-02T18:38:42", 
            62       "data": [ 
            63         "dcterms:title", 
            64         "dcterms:accessRights", 
            65         "dcterms:creator", 
            66         "dcterms:description", 
            67         "dcterms:issued", 
            68         "dcterms:language", 
            69         "dcterms:identifier", 
            70         "dcat:theme", 
            71         "dcterms:type", 
            72         "dcat:keyword", 
            73         "dcat:landingPage", 
            74         "dcterms:hasVersion", 
            75         "dcterms:format", 
            76         "mls:task", 
            77         "datacite:isDescribedBy" 
            78       ], 
            79       "description": "The json representation of the dataset with its  
            80 distributions based on DCAT.", 
            81       "format": "JSON", 
            82       "hash": "", 
            83       "id": "bded842f-707b-40ae-ba1d-96d0724f73f3", 
            84       "last_modified": "2024-12-02T18:21:17.170231", 
            85       "metadata_modified": "2024-12-02T18:21:17.179952", 
            86       "mimetype": "application/json", 
            87       "mimetype_inner": null, 
            88       "name": "Original Metadata", 
            89       "package_id": "ffe79293-750d-4bcb-a3d8-fa53ec77ad83", 
            90       "position": 0, 
            91       "resource_type": null, 
            92       "size": 721, 
            93       "state": "active", 
            94       "url":  
            95 resource/bded842f-707b-40ae-ba1d-96d0724f73f3/download/metadata.json", 
            96       "url_type": "upload" 
            97     } 
            98   ], 
            99   "services_used_list": "", 82   "services_used_list": "",
            100   "state": "active", 83   "state": "active",
            101   "tags": [ 84   "tags": [
            n n 85     {
            86       "display_name": "Binary Classi\ufb01cation",
            87       "id": "7e302ad8-78dd-4ce3-9918-b1bc394cf4ee",
            88       "name": "Binary Classi\ufb01cation",
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            91     },
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            95       "name": "Binary classification",
            96       "state": "active",
            97       "vocabulary_id": null
            98     },
            102     { 99     {
            103       "display_name": "Covertype", 100       "display_name": "Covertype",
            104       "id": "7f7d3bb2-7712-4ef5-8523-ca143cb54e76", 101       "id": "7f7d3bb2-7712-4ef5-8523-ca143cb54e76",
            105       "name": "Covertype", 102       "name": "Covertype",
            106       "state": "active", 103       "state": "active",
            107       "vocabulary_id": null 104       "vocabulary_id": null
            108     }, 105     },
            109     { 106     {
            n n 107       "display_name": "Covertype dataset",
            108       "id": "480db090-fef2-40ec-86b5-32e2c92fe2ac",
            109       "name": "Covertype dataset",
            110       "state": "active",
            111       "vocabulary_id": null
            112     },
            113     {
            114       "display_name": "Forest cover type",
            115       "id": "dc012a55-9f63-4067-85ff-9dc085cc5014",
            116       "name": "Forest cover type",
            117       "state": "active",
            118       "vocabulary_id": null
            119     },
            120     {
            121       "display_name": "High-dimensional features",
            122       "id": "0a1b7cfa-d57a-48d9-8e7c-622d5ccf65f4",
            123       "name": "High-dimensional features",
            124       "state": "active",
            125       "vocabulary_id": null
            126     },
            127     {
            110       "display_name": "Multiclass Classification", 128       "display_name": "Multi-class classification",
            111       "id": "8ebd144e-ae46-4a06-99df-2beb87953de3", 129       "id": "2ac110e7-f302-4e1b-a7b5-6aea8fdd7c54",
            112       "name": "Multiclass Classification", 130       "name": "Multi-class classification",
            113       "state": "active", 131       "state": "active",
            114       "vocabulary_id": null 132       "vocabulary_id": null
            115     } 133     }
            116   ], 134   ],
            t 117   "title": "Covertype Dataset", t 135   "title": "Covertype dataset",
            118   "type": "dataset", 136   "type": "dataset",
            119   "version": "" 137   "version": ""
            120 } 138 }