{ "data_id": "42349", "name": "datasets-uta4", "exact_name": "datasets-uta4", "version": 1, "version_label": null, "description": "**Author**: Francisco Maria Calisto, Nuno Jardim Nunes, Jacinto Carlos Nascimento \r\n\r\nThis work was partially supported by national funds through FCT and IST through the UID\/EEA\/50009\/2013 project\", \"BL89\/2017-IST-ID grant. \r\n\r\n**Source**: [original](https:\/\/www.kaggle.com\/MIMBCD-UI\/uta4-sm-vs-mm-sheets-nameless) - 03\/03\/2018 \r\n\r\n**Please cite**: https:\/\/doi.org\/10.1145\/3399715.3399744\r\n\r\nIn this dataset, we present usability (SUS), workload (NASA-TLX), time, and rates (BIRADS) results of clinicians from our User Tests and Analysis 4 (UTA4) study.", "format": "ARFF", "uploader": "MIMBCD-UI Project", "uploader_id": 11806, "visibility": "public", "creator": "\"Francisco Maria Calisto\",\"Nuno Jardim Nunes\",\"Jacinto Carlos Nascimento\"", "contributor": "\"This work was partially supported by national funds through FCT and IST through the UID\/EEA\/50009\/2013 project\",\"BL89\/2017-IST-ID grant.\"", "date": "2020-04-06 17:04:19", "update_comment": null, "last_update": "2020-04-06 17:04:19", "licence": "CC_BY-SA", "status": "active", "error_message": null, "url": "https:\/\/www.openml.org\/data\/download\/21819940\/main_sheet_nameless.arff", "kaggle_url": null, "default_target_attribute": null, "row_id_attribute": "physicians_number", "ignore_attribute": null, "runs": 0, "suggest": { "input": [ "datasets-uta4", "This work was partially supported by national funds through FCT and IST through the UID\/EEA\/50009\/2013 project\", \"BL89\/2017-IST-ID grant. In this dataset, we present usability (SUS), workload (NASA-TLX), time, and rates (BIRADS) results of clinicians from our User Tests and Analysis 4 (UTA4) study. " ], "weight": 5 }, "qualities": { "NumberOfInstances": 31, "NumberOfFeatures": 62, "NumberOfClasses": null, "NumberOfMissingValues": 0, "NumberOfInstancesWithMissingValues": 0, "NumberOfNumericFeatures": 62, "NumberOfSymbolicFeatures": 0, "PercentageOfBinaryFeatures": 0, "PercentageOfInstancesWithMissingValues": 0, "PercentageOfMissingValues": 0, "AutoCorrelation": null, "PercentageOfNumericFeatures": 100, "Dimensionality": 2, "PercentageOfSymbolicFeatures": 0, "MajorityClassPercentage": null, "MajorityClassSize": null, "MinorityClassPercentage": null, "MinorityClassSize": null, "NumberOfBinaryFeatures": 0 }, "tags": [ { "uploader": "11806", "tag": "breast_cancer" }, { "uploader": "11806", "tag": "human-computer_interaction" }, { "uploader": "11806", "tag": "medical_imaging" }, { "uploader": "38960", "tag": "Public Health" }, { "uploader": "11806", "tag": "user_research" } ], "features": [ { "name": "physicians_number", "index": "0", "type": "numeric", "distinct": "31", "missing": "0", "identifier": "1", "min": "1", "max": "31", "mean": "16", "stdev": "9" }, { "name": "s_mental_demand", "index": "1", "type": "numeric", "distinct": "9", "missing": "0", "min": "1", "max": "17", "mean": "4", "stdev": "4" }, { "name": "s_physical_demand", "index": "2", "type": "numeric", "distinct": "7", "missing": "0", "min": "1", "max": "10", "mean": "3", "stdev": "2" }, { "name": "s_temporal_demand", "index": "3", "type": "numeric", "distinct": "7", "missing": "0", "min": "1", "max": "10", "mean": "3", "stdev": "3" }, { "name": "s_performance", "index": "4", "type": "numeric", "distinct": "12", "missing": "0", "min": "1", "max": "20", "mean": "14", "stdev": "5" }, { "name": "s_effort", "index": "5", "type": "numeric", "distinct": "8", "missing": "0", "min": "1", "max": "10", "mean": "4", "stdev": "3" }, { "name": "s_frustration", "index": "6", "type": "numeric", "distinct": "12", "missing": "0", "min": "1", "max": "20", "mean": "9", "stdev": "7" }, { "name": "s_sus_01", "index": "7", "type": "numeric", "distinct": "5", "missing": "0", "min": "1", "max": "5", "mean": "2", "stdev": "1" }, { "name": "s_sus_02", "index": "8", "type": "numeric", "distinct": "4", "missing": "0", "min": "1", "max": "5", "mean": "1", "stdev": "1" }, { "name": "s_sus_03", "index": "9", "type": "numeric", "distinct": "4", "missing": "0", "min": "2", "max": "5", "mean": "4", "stdev": "1" }, { "name": "s_sus_04", "index": "10", "type": "numeric", "distinct": "4", "missing": "0", "min": "1", "max": "5", "mean": "2", "stdev": "1" }, { "name": "s_sus_05", "index": "11", "type": "numeric", "distinct": "4", "missing": "0", "min": "2", "max": "5", "mean": "4", "stdev": "1" }, { "name": "s_sus_06", "index": "12", "type": "numeric", "distinct": "5", "missing": "0", "min": "1", "max": "5", "mean": "2", "stdev": "1" }, { "name": "s_sus_07", "index": "13", "type": "numeric", "distinct": "5", "missing": "0", "min": "1", "max": "5", "mean": "4", "stdev": "1" }, { "name": "s_sus_08", "index": "14", "type": "numeric", "distinct": "2", "missing": "0", "min": "1", "max": "2", "mean": "1", "stdev": "0" }, { "name": "s_sus_09", "index": "15", "type": "numeric", "distinct": "4", "missing": "0", "min": "1", "max": "5", "mean": "4", "stdev": "1" }, { "name": "s_sus_10", "index": "16", "type": "numeric", "distinct": "5", "missing": "0", "min": "1", "max": "5", "mean": "2", "stdev": "1" }, { "name": "s_time_p1", "index": "17", "type": "numeric", "distinct": "28", "missing": "0", "min": "24", "max": "251", "mean": "93", "stdev": "44" }, { "name": "s_time_p3", "index": "18", "type": "numeric", "distinct": "29", "missing": "0", "min": "18", "max": "196", "mean": "69", "stdev": "46" }, { "name": "s_time_p2", "index": "19", "type": "numeric", "distinct": "21", "missing": "0", "min": "11", "max": "116", "mean": "43", "stdev": "29" }, { "name": "s_time_total", "index": "20", "type": "numeric", "distinct": "27", "missing": "0", "min": "63", "max": "473", "mean": "205", "stdev": "91" }, { "name": "s_clicks_p1", "index": "21", "type": "numeric", "distinct": "22", "missing": "0", "min": "2", "max": "51", "mean": "15", "stdev": "10" }, { "name": "s_clicks_p3", "index": "22", "type": "numeric", "distinct": "8", "missing": "0", "min": "2", "max": "16", "mean": "4", "stdev": "3" }, { "name": "s_clicks_p2", "index": "23", "type": "numeric", "distinct": "9", "missing": "0", "min": "2", "max": "13", "mean": "4", "stdev": "3" }, { "name": "s_clicks_total", "index": "24", "type": "numeric", "distinct": "21", "missing": "0", "min": "7", "max": "60", "mean": "24", "stdev": "12" }, { "name": "s_errors_p1", "index": "25", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "s_errors_p3", "index": "26", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "s_errors_p2", "index": "27", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "2", "mean": "0", "stdev": "0" }, { "name": "s_errors_total", "index": "28", "type": "numeric", "distinct": "3", "missing": "0", "min": "0", "max": "2", "mean": "0", "stdev": "1" }, { "name": "s_birads_p1", "index": "29", "type": "numeric", "distinct": "5", "missing": "0", "min": "0", "max": "5", "mean": "2", "stdev": "2" }, { "name": "s_birads_p3", "index": "30", "type": "numeric", "distinct": "6", "missing": "0", "min": "0", "max": "5", "mean": "3", "stdev": "2" }, { "name": "s_birads_p2", "index": "31", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "4", "mean": "3", "stdev": "1" }, { "name": "m_mental_demand", "index": "32", "type": "numeric", "distinct": "9", "missing": "0", "min": "1", "max": "18", "mean": "5", "stdev": "5" }, { "name": "m_physical_demand", "index": "33", "type": "numeric", "distinct": "8", "missing": "0", "min": "1", "max": "17", "mean": "3", "stdev": "4" }, { "name": "m_temporal_demand", "index": "34", "type": "numeric", "distinct": "8", "missing": "0", "min": "1", "max": "16", "mean": "4", "stdev": "4" }, { "name": "m_performance", "index": "35", "type": "numeric", "distinct": "12", "missing": "0", "min": "8", "max": "20", "mean": "16", "stdev": "3" }, { "name": "m_effort", "index": "36", "type": "numeric", "distinct": "9", "missing": "0", "min": "1", "max": "17", "mean": "4", "stdev": "5" }, { "name": "m_frustration", "index": "37", "type": "numeric", "distinct": "11", "missing": "0", "min": "1", "max": "18", "mean": "6", "stdev": "6" }, { "name": "m_sus_01", "index": "38", "type": "numeric", "distinct": "5", "missing": "0", "min": "1", "max": "5", "mean": "4", "stdev": "1" }, { "name": "m_sus_02", "index": "39", "type": "numeric", "distinct": "4", "missing": "0", "min": "1", "max": "4", "mean": "1", "stdev": "1" }, { "name": "m_sus_03", "index": "40", "type": "numeric", "distinct": "3", "missing": "0", "min": "3", "max": "5", "mean": "5", "stdev": "1" }, { "name": "m_sus_04", "index": "41", "type": "numeric", "distinct": "4", "missing": "0", "min": "1", "max": "5", "mean": "1", "stdev": "1" }, { "name": "m_sus_05", "index": "42", "type": "numeric", "distinct": "3", "missing": "0", "min": "2", "max": "5", "mean": "5", "stdev": "1" }, { "name": "m_sus_06", "index": "43", "type": "numeric", "distinct": "4", "missing": "0", "min": "1", "max": "5", "mean": "2", "stdev": "1" }, { "name": "m_sus_07", "index": "44", "type": "numeric", "distinct": "4", "missing": "0", "min": "1", "max": "5", "mean": "4", "stdev": "1" }, { "name": "m_sus_08", "index": "45", "type": "numeric", "distinct": "3", "missing": "0", "min": "1", "max": "5", "mean": "1", "stdev": "1" }, { "name": "m_sus_09", "index": "46", "type": "numeric", "distinct": "3", "missing": "0", "min": "3", "max": "5", "mean": "5", "stdev": "1" }, { "name": "m_sus_10", "index": "47", "type": "numeric", "distinct": "5", "missing": "0", "min": "1", "max": "5", "mean": "2", "stdev": "1" }, { "name": "m_time_p1", "index": "48", "type": "numeric", "distinct": "29", "missing": "0", "min": "22", "max": "397", "mean": "155", "stdev": "92" }, { "name": "m_time_p2", "index": "49", "type": "numeric", "distinct": "24", "missing": "0", "min": "26", "max": "254", "mean": "91", "stdev": "57" }, { "name": "m_time_p3", "index": "50", "type": "numeric", "distinct": "29", "missing": "0", "min": "13", "max": "365", "mean": "114", "stdev": "79" }, { "name": "m_time_total", "index": "51", "type": "numeric", "distinct": "30", "missing": "0", "min": "116", "max": "706", "mean": "360", "stdev": "173" }, { "name": "m_clicks_p1", "index": "52", "type": "numeric", "distinct": "21", "missing": "0", "min": "3", "max": "68", "mean": "20", "stdev": "14" }, { "name": "m_clicks_p2", "index": "53", "type": "numeric", "distinct": "16", "missing": "0", "min": "5", "max": "26", "mean": "13", "stdev": "6" }, { "name": "m_clicks_p3", "index": "54", "type": "numeric", "distinct": "21", "missing": "0", "min": "3", "max": "49", "mean": "19", "stdev": "11" }, { "name": "m_clicks_total", "index": "55", "type": "numeric", "distinct": "28", "missing": "0", "min": "11", "max": "102", "mean": "52", "stdev": "23" }, { "name": "m_errors_p1", "index": "56", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "3", "mean": "0", "stdev": "1" }, { "name": "m_errors_p2", "index": "57", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "m_errors_p3", "index": "58", "type": "numeric", "distinct": "2", "missing": "0", "min": "0", "max": "1", "mean": "0", "stdev": "0" }, { "name": "m_errors_total", "index": "59", "type": "numeric", "distinct": "4", "missing": "0", "min": "0", "max": "3", "mean": "0", "stdev": "1" }, { "name": "m_birads_p1", "index": "60", "type": "numeric", "distinct": "5", "missing": "0", "min": "0", "max": "5", "mean": "3", "stdev": "1" }, { "name": "m_birads_p2", "index": "61", "type": "numeric", "distinct": "2", "missing": "0", "min": "4", "max": "5", "mean": "5", "stdev": "0" }, { "name": "m_birads_p3", "index": "62", "type": "numeric", "distinct": "4", "missing": "0", "min": "2", "max": "5", "mean": "3", "stdev": "1" } ], "nr_of_issues": 0, "nr_of_downvotes": 0, "nr_of_likes": 0, "nr_of_downloads": 0, "total_downloads": 0, "reach": 0, "reuse": 0, "impact_of_reuse": 0, "reach_of_reuse": 0, "impact": 0 }