{
    "data_id": "42918",
    "name": "skillcraft1",
    "exact_name": "skillcraft1",
    "version": 1,
    "version_label": "1",
    "description": "**Author**: Mark Blair, Joe Thompson, Andrew Henrey, Bill Chen\n**Source**: [UCI](http:\/\/archive.ics.uci.edu\/ml\/datasets\/skillcraft1+master+table+dataset) - 2013\n**Please cite**: CC BY-NC-ND 4.0\n\n**Skillcraft1 master table dataset**\n\nWe aggregated screen movements into screen-fixations using a Salvucci & Goldberg (2000) dispersion-threshold algorithm, and defined Perception Action Cycles (PACs) as fixations with at least one action. Time is recorded in terms of timestamps in the StarCraft 2 replay file. When the game is played on 'faster', 1 real-time second is equivalent to roughly 88.5 timestamps. List of possible game actions is discussed in Thompson, Blair, Chen, & Henrey (2013)\n\n\n### Attribute Information:\n\n1. GameID: Unique ID number for each game (integer) \n2. LeagueIndex: Bronze, Silver, Gold, Platinum, Diamond, Master, GrandMaster, and Professional leagues coded 1-8 (Ordinal) \n3. Age: Age of each player (integer) \n4. HoursPerWeek: Reported hours spent playing per week (integer) \n5. TotalHours: Reported total hours spent playing (integer) \n6. APM: Action per minute (continuous) \n7. SelectByHotkeys: Number of unit or building selections made using hotkeys per timestamp (continuous) \n8. AssignToHotkeys: Number of units or buildings assigned to hotkeys per timestamp (continuous) \n9. UniqueHotkeys: Number of unique hotkeys used per timestamp (continuous) \n10. MinimapAttacks: Number of attack actions on minimap per timestamp (continuous) \n11. MinimapRightClicks: number of right-clicks on minimap per timestamp (continuous) \n12. NumberOfPACs: Number of PACs per timestamp (continuous) \n13. GapBetweenPACs: Mean duration in milliseconds between PACs (continuous) \n14. ActionLatency: Mean latency from the onset of a PACs to their first action in milliseconds (continuous) \n15. ActionsInPAC: Mean number of actions within each PAC (continuous) \n16. TotalMapExplored: The number of 24x24 game coordinate grids viewed by the player per timestamp (continuous) \n17. WorkersMade: Number of SCVs, drones, and probes trained per timestamp (continuous) \n18. UniqueUnitsMade: Unique unites made per timestamp (continuous) \n19. ComplexUnitsMade: Number of ghosts, infestors, and high templars trained per timestamp (continuous) \n20. ComplexAbilitiesUsed: Abilities requiring specific targeting instructions used per timestamp (continuous)",
    "format": "arff",
    "uploader": "Meilina Reksoprodjo",
    "uploader_id": 24140,
    "visibility": "public",
    "creator": "Mark Blair, Joe Thompson, Andrew Henrey, Bill Chen",
    "contributor": null,
    "date": "2021-05-19 22:36:27",
    "update_comment": null,
    "last_update": "2021-05-19 22:36:27",
    "licence": "CC BY-NC-ND",
    "status": "active",
    "error_message": null,
    "url": "https:\/\/www.openml.org\/data\/download\/22045550\/dataset",
    "kaggle_url": null,
    "default_target_attribute": null,
    "row_id_attribute": null,
    "ignore_attribute": null,
    "runs": 0,
    "suggest": {
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            "skillcraft1",
            "We aggregated screen movements into screen-fixations using a Salvucci & Goldberg (2000) dispersion-threshold algorithm, and defined Perception Action Cycles (PACs) as fixations with at least one action. Time is recorded in terms of timestamps in the StarCraft 2 replay file. When the game is played on 'faster', 1 real-time second is equivalent to roughly 88.5 timestamps. List of possible game actions is discussed in Thompson, Blair, Chen, & Henrey (2013) ### Attribute Information: 1. GameID: Uniq "
        ],
        "weight": 5
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        "NumberOfClasses": null,
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        "NumberOfNumericFeatures": 17,
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        "PercentageOfBinaryFeatures": 0,
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        "AutoCorrelation": null,
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        "MajorityClassPercentage": null,
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