{ "data_id": "40992", "name": "sylva_agnostic", "exact_name": "sylva_agnostic", "version": 2, "version_label": "2", "description": "**Author**: [Isabelle Guyon](isabelle@clopinet.com) \r\n**Source**: [Agnostic Learning vs. Prior Knowledge Challenge](http:\/\/www.agnostic.inf.ethz.ch) \r\n**Please cite**: None\r\n\r\n__Major changes w.r.t. version 1: changed binary features to data type factor.__\r\n\r\nDataset from the Agnostic Learning vs. Prior Knowledge Challenge (http:\/\/www.agnostic.inf.ethz.ch), which consisted of 5 different datasets (SYLVA, GINA, NOVA, HIVA, ADA). The purpose of the challenge was to check if the performance of domain-specific feature engineering (prior knowledge) can be met by algorithms that were trained on data without any domain-specific knowledge (agnostic). For the latter, the data was anonymised and preprocessed in a way that makes them uninterpretable. \r\n\r\nThis dataset contains the agnostic (smashed) version of a data set from the Remote Sensing and GIS Program of Colorado State University for the time span June 2005 - September 2006. A Similar, raw and not-agnostic data set is termed __Covertype Dataset__ and can be found in the [UCI Database](https:\/\/archive.ics.uci.edu\/ml\/datasets\/covertype).\r\n\r\nModified by TunedIT (converted to ARFF format)\r\n\r\n\r\n\r\n### Topic\r\n\r\nThe task of SYLVA is to classify forest cover types. The forest cover type for 30 x 30\r\nmeter cells is obtained from US Forest Service (USFS) Region 2 Resource Information\r\nSystem (RIS) data. We brought it back to a two-class classification problem (classifying\r\nPonderosa pine vs. everything else). The \u201cagnostic data\u201d consists in 216 input variables.\r\nEach pattern is composed of 4 records: 2 true records matching the target and 2 records\r\npicked at random. Thus \u00bd of the features are distracters. The \u201cprior knowledge data\u201d is\r\nidentical to the \u201cagnostic data\u201d, except that the distracters are removed and the identity of\r\nthe features is revealed.\r\n\r\n### Description \r\n\r\nData type: non-sparse\r\nNumber of features: 216\r\nNumber of examples and check-sums:\r\nPos_ex Neg_ex Tot_ex Check_sum\r\nTrain 805 12281 13086 238271607.00\r\nValid 81 1228 1309 23817234.00\r\n\r\n\r\nThis dataset contains samples from both training and validation datasets.\r\n\r\n### Source\r\n\r\nOriginal owners: \r\nRemote Sensing and GIS Program\r\nDepartment of Forest Sciences\r\nCollege of Natural Resources\r\nColorado State University\r\nFort Collins, CO 80523\r\n(contact Jock A. Blackard, jblackard\/wo_ftcol@fs.fed.us\r\nor Dr. Denis J. Dean, denis@cnr.colostate.edu)\r\nJock A. Blackard\r\nUSDA Forest Service\r\n3825 E. Mulberry\r\nFort Collins, CO 80524 USA\r\njblackard\/wo_ftcol@fs.fed.us\r\n", "format": "ARFF", "uploader": "Jann Goschenhofer", "uploader_id": 4265, "visibility": "public", "creator": null, "contributor": null, "date": "2017-12-05 20:52:37", "update_comment": null, "last_update": "2017-12-05 20:52:37", "licence": "Public", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/18154656\/php1PI19i", "default_target_attribute": null, "row_id_attribute": null, "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "sylva_agnostic", "__Major changes w.r.t. version 1: changed binary features to data type factor.__ Dataset from the Agnostic Learning vs. Prior Knowledge Challenge (http:\/\/www.agnostic.inf.ethz.ch), which consisted of 5 different datasets (SYLVA, GINA, NOVA, HIVA, ADA). The purpose of the challenge was to check if the performance of domain-specific feature engineering (prior knowledge) can be met by algorithms that were trained on data without any domain-specific knowledge (agnostic). For the latter, the data was " ], "weight": 5 }, "qualities": { "NumberOfInstances": 14395, "NumberOfFeatures": 217, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 40, "NumberOfSymbolicFeatures": 177, "Quartile1SkewnessOfNumericAtts": -0.8283669595482216, "MeanMeansOfNumericAtts": 454.9733952761376, "Quartile1StdDevOfNumericAtts": 105.31623985783963, "AutoCorrelation": null, "MeanMutualInformation": null, "Quartile2AttributeEntropy": null, "ClassEntropy": null, "MeanNoiseToSignalRatio": null, "Quartile2KurtosisOfNumericAtts": 1.0223100136165326, "Dimensionality": 0.015074678707884683, "MeanNominalAttDistinctValues": 1.9774011299435028, "Quartile2MeansOfNumericAtts": 380.2615491490103, "EquivalentNumberOfAtts": null, "MeanSkewnessOfNumericAtts": 0.28257589369055613, "Quartile2MutualInformation": null, "MajorityClassPercentage": null, "MeanStdDevOfNumericAtts": 152.7299207847029, "Quartile2SkewnessOfNumericAtts": 0.5595082377505985, "MajorityClassSize": null, "MinAttributeEntropy": null, "PercentageOfBinaryFeatures": 79.72350230414746, "Quartile2StdDevOfNumericAtts": 144.89838722166775, "MaxAttributeEntropy": null, "MinKurtosisOfNumericAtts": -1.2385939258800827, "PercentageOfInstancesWithMissingValues": 0, "Quartile3AttributeEntropy": null, "MaxKurtosisOfNumericAtts": 7.241882975890883, "MinMeansOfNumericAtts": 191.06154914901018, "PercentageOfMissingValues": 0, "Quartile3KurtosisOfNumericAtts": 1.7074363730903344, "MaxMeansOfNumericAtts": 879.1344911427581, "MinMutualInformation": null, "PercentageOfNumericFeatures": 18.433179723502306, "Quartile3MeansOfNumericAtts": 560.7346648141717, "MaxMutualInformation": null, "MinNominalAttDistinctValues": 1, "PercentageOfSymbolicFeatures": 81.5668202764977, "Quartile3MutualInformation": null, "MaxNominalAttDistinctValues": 2, "MinSkewnessOfNumericAtts": -1.1789576975741747, "Quartile1AttributeEntropy": null, "Quartile3SkewnessOfNumericAtts": 1.1245953469473768, "MaxSkewnessOfNumericAtts": 2.018757074890178, "MinStdDevOfNumericAtts": 74.5367123211028, "Quartile1KurtosisOfNumericAtts": 0.4008385563902338, "Quartile3StdDevOfNumericAtts": 185.323019191638, "MaxStdDevOfNumericAtts": 312.0385601130569, "MinorityClassPercentage": null, "MinorityClassSize": null, "Quartile1MeansOfNumericAtts": 276.3860020840571, "StdvNominalAttDistinctValues": 0.14904248402442347, "MeanAttributeEntropy": null, "NumberOfBinaryFeatures": 173, "Quartile1MutualInformation": null, "MeanKurtosisOfNumericAtts": 1.2607659458456506 }, "tags": [ { "tag": "derived", "uploader": "2" } ], "features": [ { "name": "attr0", "index": "0", "type": "numeric", "distinct": "173", "missing": "0", "min": "228", "max": "999", "mean": "835", "stdev": "106" }, { "name": "attr1", "index": "1", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13164", "857" ], [ "345", "29" ] ] ] }, { "name": "attr2", "index": "2", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12782", "839" ], [ "727", "47" ] ] ] }, { "name": "attr3", "index": "3", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13072", "859" ], [ "437", "27" ] ] ] }, { "name": "attr4", "index": "4", "type": "numeric", "distinct": "915", "missing": "0", "min": "0", "max": "973", "mean": "329", "stdev": "219" }, { "name": "attr5", "index": "5", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12755", "840" ], [ "754", "46" ] ] ] }, { "name": "attr6", "index": "6", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13332", "870" ], [ "177", "16" ] ] ] }, { "name": "attr7", "index": "7", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13159", "886" ], [ "350", "0" ] ] ] }, { "name": "attr8", "index": "8", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13443", "884" ], [ "66", "2" ] ] ] }, { "name": "attr9", "index": "9", "type": "numeric", "distinct": "923", "missing": "0", "min": "0", "max": "982", "mean": "276", "stdev": "185" }, { "name": "attr10", "index": "10", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13508", "886" ], [ "1", "0" ] ] ] }, { "name": "attr11", "index": "11", "type": "numeric", "distinct": "354", "missing": "0", "min": "0", "max": "989", "mean": "192", "stdev": "151" }, { "name": "attr12", "index": "12", "type": "numeric", "distinct": "441", "missing": "0", "min": "30", "max": "973", "mean": "284", "stdev": "76" }, { "name": "attr13", "index": "13", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "10592", "886" ], [ "2917", "0" ] ] ] }, { "name": "attr14", "index": "14", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "0" ], [ [ "13509", "886" ] ] ] }, { "name": "attr15", "index": "15", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13451", "874" ], [ "58", "12" ] ] ] }, { "name": "attr16", "index": "16", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13499", "885" ], [ "10", "1" ] ] ] }, { "name": "attr17", "index": "17", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13489", "884" ], [ "20", "2" ] ] ] }, { "name": "attr18", "index": "18", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13410", "881" ], [ "99", "5" ] ] ] }, { "name": "attr19", "index": "19", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13471", "886" ], [ "38", "0" ] ] ] }, { "name": "attr20", "index": "20", "type": "numeric", "distinct": "353", "missing": "0", "min": "0", "max": "929", "mean": "194", "stdev": "153" }, { "name": "attr21", "index": "21", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13500", "886" ], [ "9", "0" ] ] ] }, { "name": "attr22", "index": "22", "type": "numeric", "distinct": "165", "missing": "0", "min": "0", "max": "999", "mean": "836", "stdev": "104" }, { "name": "attr23", "index": "23", "type": "numeric", "distinct": "167", "missing": "0", "min": "260", "max": "999", "mean": "834", "stdev": "106" }, { "name": "attr24", "index": "24", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13472", "884" ], [ "37", "2" ] ] ] }, { "name": "attr25", "index": "25", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13091", "863" ], [ "418", "23" ] ] ] }, { "name": "attr26", "index": "26", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13029", "851" ], [ "480", "35" ] ] ] }, { "name": "attr27", "index": "27", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13297", "886" ], [ "212", "0" ] ] ] }, { "name": "attr28", "index": "28", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13483", "882" ], [ "26", "4" ] ] ] }, { "name": "attr29", "index": "29", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "10639", "886" ], [ "2870", "0" ] ] ] }, { "name": "attr30", "index": "30", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "7305", "496" ], [ "6204", "390" ] ] ] }, { "name": "attr31", "index": "31", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13489", "833" ], [ "20", "53" ] ] ] }, { "name": "attr32", "index": "32", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13494", "884" ], [ "15", "2" ] ] ] }, { "name": "attr33", "index": "33", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12765", "886" ], [ "744", "0" ] ] ] }, { "name": "attr34", "index": "34", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13100", "394" ], [ "409", "492" ] ] ] }, { "name": "attr35", "index": "35", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12821", "843" ], [ "688", "43" ] ] ] }, { "name": "attr36", "index": "36", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13483", "886" ], [ "26", "0" ] ] ] }, { "name": "attr37", "index": "37", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13431", "883" ], [ "78", "3" ] ] ] }, { "name": "attr38", "index": "38", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13447", "795" ], [ "62", "91" ] ] ] }, { "name": "attr39", "index": "39", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13430", "883" ], [ "79", "3" ] ] ] }, { "name": "attr40", "index": "40", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13183", "860" ], [ "326", "26" ] ] ] }, { "name": "attr41", "index": "41", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12184", "808" ], [ "1325", "78" ] ] ] }, { "name": "attr42", "index": "42", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13503", "886" ], [ "6", "0" ] ] ] }, { "name": "attr43", "index": "43", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13506", "886" ], [ "3", "0" ] ] ] }, { "name": "attr44", "index": "44", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12654", "815" ], [ "855", "71" ] ] ] }, { "name": "attr45", "index": "45", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12691", "886" ], [ "818", "0" ] ] ] }, { "name": "attr46", "index": "46", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13471", "881" ], [ "38", "5" ] ] ] }, { "name": "attr47", "index": "47", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13504", "885" ], [ "5", "1" ] ] ] }, { "name": "attr48", "index": "48", "type": "numeric", "distinct": "129", "missing": "0", "min": "389", "max": "999", "mean": "878", "stdev": "78" }, { "name": "attr49", "index": "49", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13474", "886" ], [ "35", "0" ] ] ] }, { "name": "attr50", "index": "50", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12892", "886" ], [ "617", "0" ] ] ] }, { "name": "attr51", "index": "51", "type": "numeric", "distinct": "361", "missing": "0", "min": "0", "max": "999", "mean": "429", "stdev": "309" }, { "name": "attr52", "index": "52", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13505", "886" ], [ "4", "0" ] ] ] }, { "name": "attr53", "index": "53", "type": "numeric", "distinct": "909", "missing": "0", "min": "0", "max": "991", "mean": "329", "stdev": "217" }, { "name": "attr54", "index": "54", "type": "numeric", "distinct": "803", "missing": "0", "min": "7", "max": "993", "mean": "548", "stdev": "140" }, { "name": "attr55", "index": "55", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "7567", "539" ], [ "5942", "347" ] ] ] }, { "name": "attr56", "index": "56", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13257", "848" ], [ "252", "38" ] ] ] }, { "name": "attr57", "index": "57", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13148", "859" ], [ "361", "27" ] ] ] }, { "name": "attr58", "index": "58", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13200", "869" ], [ "309", "17" ] ] ] }, { "name": "attr59", "index": "59", "type": "numeric", "distinct": "361", "missing": "0", "min": "0", "max": "999", "mean": "435", "stdev": "312" }, { "name": "attr60", "index": "60", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12463", "822" ], [ "1046", "64" ] ] ] }, { "name": "attr61", "index": "61", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13112", "886" ], [ "397", "0" ] ] ] }, { "name": "attr62", "index": "62", "type": "numeric", "distinct": "245", "missing": "0", "min": "0", "max": "995", "mean": "561", "stdev": "151" }, { "name": "attr63", "index": "63", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13126", "347" ], [ "383", "539" ] ] ] }, { "name": "attr64", "index": "64", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13497", "886" ], [ "12", "0" ] ] ] }, { "name": "attr65", "index": "65", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13483", "840" ], [ "26", "46" ] ] ] }, { "name": "attr66", "index": "66", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13456", "880" ], [ "53", "6" ] ] ] }, { "name": "attr67", "index": "67", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "7747", "504" ], [ "5762", "382" ] ] ] }, { "name": "attr68", "index": "68", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12280", "815" ], [ "1229", "71" ] ] ] }, { "name": "attr69", "index": "69", "type": "numeric", "distinct": "239", "missing": "0", "min": "0", "max": "979", "mean": "560", "stdev": "150" }, { "name": "attr70", "index": "70", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13440", "883" ], [ "69", "3" ] ] ] }, { "name": "attr71", "index": "71", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13032", "885" ], [ "477", "1" ] ] ] }, { "name": "attr72", "index": "72", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12802", "886" ], [ "707", "0" ] ] ] }, { "name": "attr73", "index": "73", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13443", "777" ], [ "66", "109" ] ] ] }, { "name": "attr74", "index": "74", "type": "numeric", "distinct": "131", "missing": "0", "min": "378", "max": "999", "mean": "879", "stdev": "77" }, { "name": "attr75", "index": "75", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13487", "886" ], [ "22", "0" ] ] ] }, { "name": "attr76", "index": "76", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13234", "865" ], [ "275", "21" ] ] ] }, { "name": "attr77", "index": "77", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13427", "882" ], [ "82", "4" ] ] ] }, { "name": "attr78", "index": "78", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13502", "886" ], [ "7", "0" ] ] ] }, { "name": "attr79", "index": "79", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12895", "850" ], [ "614", "36" ] ] ] }, { "name": "attr80", "index": "80", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "10861", "706" ], [ "2648", "180" ] ] ] }, { "name": "attr81", "index": "81", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13482", "886" ], [ "27", "0" ] ] ] }, { "name": "attr82", "index": "82", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13277", "886" ], [ "232", "0" ] ] ] }, { "name": "attr83", "index": "83", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12423", "886" ], [ "1086", "0" ] ] ] }, { "name": "attr84", "index": "84", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13316", "873" ], [ "193", "13" ] ] ] }, { "name": "attr85", "index": "85", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13254", "866" ], [ "255", "20" ] ] ] }, { "name": "attr86", "index": "86", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "7032", "886" ], [ "6477", "0" ] ] ] }, { "name": "attr87", "index": "87", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13508", "886" ], [ "1", "0" ] ] ] }, { "name": "attr88", "index": "88", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13405", "878" ], [ "104", "8" ] ] ] }, { "name": "attr89", "index": "89", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13504", "885" ], [ "5", "1" ] ] ] }, { "name": "attr90", "index": "90", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13495", "886" ], [ "14", "0" ] ] ] }, { "name": "attr91", "index": "91", "type": "numeric", "distinct": "915", "missing": "0", "min": "0", "max": "994", "mean": "332", "stdev": "221" }, { "name": "attr92", "index": "92", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "0" ], [ [ "13509", "886" ] ] ] }, { "name": "attr93", "index": "93", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12672", "828" ], [ "837", "58" ] ] ] }, { "name": "attr94", "index": "94", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12060", "886" ], [ "1449", "0" ] ] ] }, { "name": "attr95", "index": "95", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13382", "685" ], [ "127", "201" ] ] ] }, { "name": "attr96", "index": "96", "type": "numeric", "distinct": "799", "missing": "0", "min": "6", "max": "997", "mean": "551", "stdev": "139" }, { "name": "attr97", "index": "97", "type": "numeric", "distinct": "360", "missing": "0", "min": "0", "max": "996", "mean": "431", "stdev": "309" }, { "name": "attr98", "index": "98", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13508", "886" ], [ "1", "0" ] ] ] }, { "name": "attr99", "index": "99", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13326", "871" ], [ "183", "15" ] ] ] }, { "name": "attr100", "index": "100", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12828", "841" ], [ "681", "45" ] ] ] }, { "name": "attr101", "index": "101", "type": "numeric", "distinct": "427", "missing": "0", "min": "26", "max": "947", "mean": "282", "stdev": "75" }, { "name": "attr102", "index": "102", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12745", "886" ], [ "764", "0" ] ] ] }, { "name": "attr103", "index": "103", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13449", "881" ], [ "60", "5" ] ] ] }, { "name": "attr104", "index": "104", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13422", "886" ], [ "87", "0" ] ] ] }, { "name": "attr105", "index": "105", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12972", "605" ], [ "537", "281" ] ] ] }, { "name": "attr106", "index": "106", "type": "numeric", "distinct": "916", "missing": "0", "min": "4", "max": "986", "mean": "278", "stdev": "186" }, { "name": "attr107", "index": "107", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13483", "865" ], [ "26", "21" ] ] ] }, { "name": "attr108", "index": "108", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13453", "758" ], [ "56", "128" ] ] ] }, { "name": "attr109", "index": "109", "type": "numeric", "distinct": "801", "missing": "0", "min": "15", "max": "996", "mean": "551", "stdev": "140" }, { "name": "attr110", "index": "110", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13391", "706" ], [ "118", "180" ] ] ] }, { "name": "attr111", "index": "111", "type": "numeric", "distinct": "353", "missing": "0", "min": "0", "max": "958", "mean": "191", "stdev": "152" }, { "name": "attr112", "index": "112", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13435", "761" ], [ "74", "125" ] ] ] }, { "name": "attr113", "index": "113", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13341", "872" ], [ "168", "14" ] ] ] }, { "name": "attr114", "index": "114", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13459", "886" ], [ "50", "0" ] ] ] }, { "name": "attr115", "index": "115", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "0" ], [ [ "13509", "886" ] ] ] }, { "name": "attr116", "index": "116", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13431", "869" ], [ "78", "17" ] ] ] }, { "name": "attr117", "index": "117", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12422", "800" ], [ "1087", "86" ] ] ] }, { "name": "attr118", "index": "118", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13402", "879" ], [ "107", "7" ] ] ] }, { "name": "attr119", "index": "119", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12115", "795" ], [ "1394", "91" ] ] ] }, { "name": "attr120", "index": "120", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13504", "886" ], [ "5", "0" ] ] ] }, { "name": "attr121", "index": "121", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13477", "881" ], [ "32", "5" ] ] ] }, { "name": "attr122", "index": "122", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12956", "886" ], [ "553", "0" ] ] ] }, { "name": "attr123", "index": "123", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12853", "886" ], [ "656", "0" ] ] ] }, { "name": "attr124", "index": "124", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13487", "886" ], [ "22", "0" ] ] ] }, { "name": "attr125", "index": "125", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13287", "886" ], [ "222", "0" ] ] ] }, { "name": "attr126", "index": "126", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13482", "886" ], [ "27", "0" ] ] ] }, { "name": "attr127", "index": "127", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "7603", "506" ], [ "5906", "380" ] ] ] }, { "name": "attr128", "index": "128", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13456", "886" ], [ "53", "0" ] ] ] }, { "name": "attr129", "index": "129", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12974", "615" ], [ "535", "271" ] ] ] }, { "name": "attr130", "index": "130", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13450", "886" ], [ "59", "0" ] ] ] }, { "name": "attr131", "index": "131", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13226", "866" ], [ "283", "20" ] ] ] }, { "name": "attr132", "index": "132", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12638", "846" ], [ "871", "40" ] ] ] }, { "name": "attr133", "index": "133", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13452", "821" ], [ "57", "65" ] ] ] }, { "name": "attr134", "index": "134", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13466", "886" ], [ "43", "0" ] ] ] }, { "name": "attr135", "index": "135", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13479", "886" ], [ "30", "0" ] ] ] }, { "name": "attr136", "index": "136", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12059", "886" ], [ "1450", "0" ] ] ] }, { "name": "attr137", "index": "137", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13444", "880" ], [ "65", "6" ] ] ] }, { "name": "attr138", "index": "138", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13451", "882" ], [ "58", "4" ] ] ] }, { "name": "attr139", "index": "139", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13506", "886" ], [ "3", "0" ] ] ] }, { "name": "attr140", "index": "140", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13090", "884" ], [ "419", "2" ] ] ] }, { "name": "attr141", "index": "141", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "7438", "463" ], [ "6071", "423" ] ] ] }, { "name": "attr142", "index": "142", "type": "numeric", "distinct": "242", "missing": "0", "min": "0", "max": "983", "mean": "561", "stdev": "152" }, { "name": "attr143", "index": "143", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12778", "886" ], [ "731", "0" ] ] ] }, { "name": "attr144", "index": "144", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "10782", "718" ], [ "2727", "168" ] ] ] }, { "name": "attr145", "index": "145", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13493", "883" ], [ "16", "3" ] ] ] }, { "name": "attr146", "index": "146", "type": "numeric", "distinct": "340", "missing": "0", "min": "0", "max": "978", "mean": "192", "stdev": "150" }, { "name": "attr147", "index": "147", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13346", "882" ], [ "163", "4" ] ] ] }, { "name": "attr148", "index": "148", "type": "numeric", "distinct": "906", "missing": "0", "min": "0", "max": "975", "mean": "275", "stdev": "184" }, { "name": "attr149", "index": "149", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12801", "886" ], [ "708", "0" ] ] ] }, { "name": "attr150", "index": "150", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "7622", "492" ], [ "5887", "394" ] ] ] }, { "name": "attr151", "index": "151", "type": "numeric", "distinct": "48", "missing": "0", "min": "0", "max": "742", "mean": "214", "stdev": "114" }, { "name": "attr152", "index": "152", "type": "numeric", "distinct": "49", "missing": "0", "min": "0", "max": "984", "mean": "213", "stdev": "113" }, { "name": "attr153", "index": "153", "type": "numeric", "distinct": "429", "missing": "0", "min": "35", "max": "874", "mean": "283", "stdev": "75" }, { "name": "attr154", "index": "154", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13497", "884" ], [ "12", "2" ] ] ] }, { "name": "attr155", "index": "155", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12981", "886" ], [ "528", "0" ] ] ] }, { "name": "attr156", "index": "156", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13488", "886" ], [ "21", "0" ] ] ] }, { "name": "attr157", "index": "157", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13501", "881" ], [ "8", "5" ] ] ] }, { "name": "attr158", "index": "158", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12309", "817" ], [ "1200", "69" ] ] ] }, { "name": "attr159", "index": "159", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12430", "886" ], [ "1079", "0" ] ] ] }, { "name": "attr160", "index": "160", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13444", "879" ], [ "65", "7" ] ] ] }, { "name": "attr161", "index": "161", "type": "numeric", "distinct": "50", "missing": "0", "min": "0", "max": "893", "mean": "213", "stdev": "112" }, { "name": "attr162", "index": "162", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13504", "886" ], [ "5", "0" ] ] ] }, { "name": "attr163", "index": "163", "type": "numeric", "distinct": "128", "missing": "0", "min": "165", "max": "999", "mean": "878", "stdev": "76" }, { "name": "attr164", "index": "164", "type": "numeric", "distinct": "51", "missing": "0", "min": "0", "max": "787", "mean": "214", "stdev": "113" }, { "name": "attr165", "index": "165", "type": "numeric", "distinct": "918", "missing": "0", "min": "4", "max": "983", "mean": "277", "stdev": "186" }, { "name": "attr166", "index": "166", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13481", "886" ], [ "28", "0" ] ] ] }, { "name": "attr167", "index": "167", "type": "numeric", "distinct": "170", "missing": "0", "min": "232", "max": "999", "mean": "835", "stdev": "105" }, { "name": "attr168", "index": "168", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13458", "886" ], [ "51", "0" ] ] ] }, { "name": "attr169", "index": "169", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12848", "843" ], [ "661", "43" ] ] ] }, { "name": "attr170", "index": "170", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13456", "883" ], [ "53", "3" ] ] ] }, { "name": "attr171", "index": "171", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13416", "878" ], [ "93", "8" ] ] ] }, { "name": "attr172", "index": "172", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13480", "881" ], [ "29", "5" ] ] ] }, { "name": "attr173", "index": "173", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12222", "882" ], [ "1287", "4" ] ] ] }, { "name": "attr174", "index": "174", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13493", "885" ], [ "16", "1" ] ] ] }, { "name": "attr175", "index": "175", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13482", "884" ], [ "27", "2" ] ] ] }, { "name": "attr176", "index": "176", "type": "numeric", "distinct": "360", "missing": "0", "min": "0", "max": "996", "mean": "429", "stdev": "310" }, { "name": "attr177", "index": "177", "type": "numeric", "distinct": "430", "missing": "0", "min": "19", "max": "991", "mean": "283", "stdev": "76" }, { "name": "attr178", "index": "178", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13147", "886" ], [ "362", "0" ] ] ] }, { "name": "attr179", "index": "179", "type": "numeric", "distinct": "919", "missing": "0", "min": "0", "max": "985", "mean": "330", "stdev": "219" }, { "name": "attr180", "index": "180", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13441", "886" ], [ "68", "0" ] ] ] }, { "name": "attr181", "index": "181", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13421", "886" ], [ "88", "0" ] ] ] }, { "name": "attr182", "index": "182", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13506", "886" ], [ "3", "0" ] ] ] }, { "name": "attr183", "index": "183", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13197", "886" ], [ "312", "0" ] ] ] }, { "name": "attr184", "index": "184", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12238", "883" ], [ "1271", "3" ] ] ] }, { "name": "attr185", "index": "185", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13506", "886" ], [ "3", "0" ] ] ] }, { "name": "attr186", "index": "186", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13356", "880" ], [ "153", "6" ] ] ] }, { "name": "attr187", "index": "187", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13469", "885" ], [ "40", "1" ] ] ] }, { "name": "attr188", "index": "188", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13454", "884" ], [ "55", "2" ] ] ] }, { "name": "attr189", "index": "189", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13491", "867" ], [ "18", "19" ] ] ] }, { "name": "attr190", "index": "190", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13489", "886" ], [ "20", "0" ] ] ] }, { "name": "attr191", "index": "191", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13505", "886" ], [ "4", "0" ] ] ] }, { "name": "attr192", "index": "192", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13472", "886" ], [ "37", "0" ] ] ] }, { "name": "attr193", "index": "193", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12745", "848" ], [ "764", "38" ] ] ] }, { "name": "attr194", "index": "194", "type": "numeric", "distinct": "133", "missing": "0", "min": "0", "max": "999", "mean": "879", "stdev": "77" }, { "name": "attr195", "index": "195", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "7004", "886" ], [ "6505", "0" ] ] ] }, { "name": "attr196", "index": "196", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13490", "882" ], [ "19", "4" ] ] ] }, { "name": "attr197", "index": "197", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13462", "884" ], [ "47", "2" ] ] ] }, { "name": "attr198", "index": "198", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12807", "830" ], [ "702", "56" ] ] ] }, { "name": "attr199", "index": "199", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12774", "886" ], [ "735", "0" ] ] ] }, { "name": "attr200", "index": "200", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12656", "886" ], [ "853", "0" ] ] ] }, { "name": "attr201", "index": "201", "type": "numeric", "distinct": "801", "missing": "0", "min": "13", "max": "992", "mean": "549", "stdev": "139" }, { "name": "attr202", "index": "202", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13191", "867" ], [ "318", "19" ] ] ] }, { "name": "attr203", "index": "203", "type": "numeric", "distinct": "244", "missing": "0", "min": "0", "max": "983", "mean": "559", "stdev": "150" }, { "name": "attr204", "index": "204", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13499", "884" ], [ "10", "2" ] ] ] }, { "name": "attr205", "index": "205", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13304", "872" ], [ "205", "14" ] ] ] }, { "name": "attr206", "index": "206", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12920", "845" ], [ "589", "41" ] ] ] }, { "name": "attr207", "index": "207", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12785", "839" ], [ "724", "47" ] ] ] }, { "name": "attr208", "index": "208", "type": "nominal", "distinct": "1", "missing": "0", "distr": [ [ "0" ], [ [ "13509", "886" ] ] ] }, { "name": "attr209", "index": "209", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13440", "830" ], [ "69", "56" ] ] ] }, { "name": "attr210", "index": "210", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13505", "886" ], [ "4", "0" ] ] ] }, { "name": "attr211", "index": "211", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13322", "886" ], [ "187", "0" ] ] ] }, { "name": "attr212", "index": "212", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13348", "879" ], [ "161", "7" ] ] ] }, { "name": "attr213", "index": "213", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13218", "848" ], [ "291", "38" ] ] ] }, { "name": "attr214", "index": "214", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "12796", "832" ], [ "713", "54" ] ] ] }, { "name": "attr215", "index": "215", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "0", "1" ], [ [ "13007", "857" ], [ "502", "29" ] ] ] }, { "name": "label", "index": "216", "type": "nominal", "distinct": "2", "missing": "0", "distr": [ [ "-1", "1" ], [ [ "13509", "0" ], [ "0", "886" ] ] ] } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 2, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 2 }