{ "data_id": "45", "name": "sylva_agnostic", "exact_name": "sylva_agnostic", "version": 1, "version_label": null, "description": "**Author**: \n**Source**: Unknown - Date unknown \n**Please cite**: \n\nDatasets from the Agnostic Learning vs. Prior Knowledge Challenge (http:\/\/www.agnostic.inf.ethz.ch)\n\nDataset from: http:\/\/www.agnostic.inf.ethz.ch\/datasets.php\n\nModified by TunedIT (converted to ARFF format)\n\n\nSYLVA is the ecology database\n\n\nThe task of SYLVA is to classify forest cover types. The forest cover type for 30 x 30 meter cells is obtained from US Forest Service (USFS) Region 2 Resource Information System (RIS) data. We brought it back to a two-class classification problem (classifying Ponderosa pine vs. everything else). The \"agnostic learning track\" data consists in 216 input variables. Each pattern is composed of 4 records: 2 true records matching the target and 2 records picked at random. Thus 1\/2 of the features are distracters.\n\nData type: non-sparse\nNumber of features: 216\nNumber of examples and check-sums:\nPos_ex\tNeg_ex\tTot_ex\tCheck_sum\nTrain\t 805\t12281\t13086\t238271607.00\nValid\t 81\t 1228\t 1309\t23817234.00\n\n\nThis dataset contains samples from both training and validation datasets.", "format": "ARFF", "uploader": "Joaquin Vanschoren", "uploader_id": 2, "visibility": "public", "creator": null, "contributor": null, "date": "2014-10-06 23:55:56", "update_comment": null, "last_update": "2014-10-06 23:55:56", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/53919\/sylva_agnostic.arff", "default_target_attribute": "label", "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "sylva_agnostic", "Datasets from the Agnostic Learning vs. Prior Knowledge Challenge (http:\/\/www.agnostic.inf.ethz.ch) Dataset from: http:\/\/www.agnostic.inf.ethz.ch\/datasets.php Modified by TunedIT (converted to ARFF format) SYLVA is the ecology database The task of SYLVA is to classify forest cover types. The forest cover type for 30 x 30 meter cells is obtained from US Forest Service (USFS) Region 2 Resource Information System (RIS) data. 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