champion-edge-rf-model / config.json
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{
"sklearn": {
"columns": [
"year",
"total_games",
"total_wins",
"total_kills",
"total_deaths",
"total_assists",
"team_kills",
"team_deaths",
"total_gold",
"total_damage",
"total_wards_placed",
"total_wards_killed",
"total_creep_score",
"total_game_minutes",
"total_first_bloods",
"total_losses",
"kda_ratio",
"kd_ratio",
"kill_participation",
"death_percent",
"kill_share",
"creep_score",
"creeps_per_minute",
"gold_percent",
"damage_per_minute",
"first_blood",
"wards_per_minute",
"wards_cleared_per_minute",
"Games",
"Win rate",
"K:D",
"GPM",
"GDM",
"Game duration",
"Kills / game",
"Deaths / game",
"Towers killed",
"Towers lost",
"FB%",
"FT%",
"DRAPG",
"DRA%",
"HERPG",
"HER%",
"DRA@15",
"TD@15",
"GD@15",
"NASHPG",
"NASH%",
"CSM",
"DPM",
"WPM",
"VWPM",
"WCPM",
"result_stats",
"kills",
"deaths",
"assists",
"teamkills",
"teamdeaths",
"firstbloodkill",
"firstbloodassist",
"firstbloodvictim",
"team kpm",
"ckpm",
"damagetochampions",
"dpm",
"damageshare",
"damagetakenperminute",
"damagemitigatedperminute",
"wardsplaced",
"wpm",
"wardskilled",
"wcpm",
"controlwardsbought",
"totalgold",
"earnedgold",
"earned gpm",
"earnedgoldshare",
"goldspent",
"total cs",
"minionkills",
"monsterkillsownjungle",
"monsterkillsenemyjungle",
"cspm",
"goldat10",
"xpat10",
"csat10",
"goldat15",
"xpat15",
"csat15",
"PlayerPick_Aatrox",
"PlayerPick_Ahri",
"PlayerPick_Akali",
"PlayerPick_Akshan",
"PlayerPick_Alistar",
"PlayerPick_Amumu",
"PlayerPick_Anivia",
"PlayerPick_Annie",
"PlayerPick_Aphelios",
"PlayerPick_Ashe",
"PlayerPick_Aurelion Sol",
"PlayerPick_Azir",
"PlayerPick_Bard",
"PlayerPick_Bel'Veth",
"PlayerPick_Blitzcrank",
"PlayerPick_Brand",
"PlayerPick_Braum",
"PlayerPick_Briar",
"PlayerPick_Caitlyn",
"PlayerPick_Camille",
"PlayerPick_Cassiopeia",
"PlayerPick_Cho'Gath",
"PlayerPick_Corki",
"PlayerPick_Darius",
"PlayerPick_Diana",
"PlayerPick_Dr. Mundo",
"PlayerPick_Draven",
"PlayerPick_Ekko",
"PlayerPick_Elise",
"PlayerPick_Evelynn",
"PlayerPick_Ezreal",
"PlayerPick_Fiddlesticks",
"PlayerPick_Fiora",
"PlayerPick_Fizz",
"PlayerPick_Galio",
"PlayerPick_Gangplank",
"PlayerPick_Garen",
"PlayerPick_Gnar",
"PlayerPick_Gragas",
"PlayerPick_Graves",
"PlayerPick_Gwen",
"PlayerPick_Hecarim",
"PlayerPick_Heimerdinger",
"PlayerPick_Illaoi",
"PlayerPick_Irelia",
"PlayerPick_Ivern",
"PlayerPick_Janna",
"PlayerPick_Jarvan IV",
"PlayerPick_Jax",
"PlayerPick_Jayce",
"PlayerPick_Jhin",
"PlayerPick_Jinx",
"PlayerPick_K'Sante",
"PlayerPick_Kai'Sa",
"PlayerPick_Kalista",
"PlayerPick_Karma",
"PlayerPick_Karthus",
"PlayerPick_Kassadin",
"PlayerPick_Katarina",
"PlayerPick_Kayle",
"PlayerPick_Kayn",
"PlayerPick_Kennen",
"PlayerPick_Kha'Zix",
"PlayerPick_Kindred",
"PlayerPick_Kled",
"PlayerPick_Kog'Maw",
"PlayerPick_LeBlanc",
"PlayerPick_Lee Sin",
"PlayerPick_Leona",
"PlayerPick_Lillia",
"PlayerPick_Lissandra",
"PlayerPick_Lucian",
"PlayerPick_Lulu",
"PlayerPick_Lux",
"PlayerPick_Malphite",
"PlayerPick_Malzahar",
"PlayerPick_Maokai",
"PlayerPick_Master Yi",
"PlayerPick_Milio",
"PlayerPick_Miss Fortune",
"PlayerPick_Mordekaiser",
"PlayerPick_Morgana",
"PlayerPick_Naafiri",
"PlayerPick_Nami",
"PlayerPick_Nasus",
"PlayerPick_Nautilus",
"PlayerPick_Neeko",
"PlayerPick_Nidalee",
"PlayerPick_Nilah",
"PlayerPick_Nocturne",
"PlayerPick_Nunu & Willump",
"PlayerPick_Olaf",
"PlayerPick_Orianna",
"PlayerPick_Ornn",
"PlayerPick_Pantheon",
"PlayerPick_Poppy",
"PlayerPick_Pyke",
"PlayerPick_Qiyana",
"PlayerPick_Quinn",
"PlayerPick_Rakan",
"PlayerPick_Rammus",
"PlayerPick_Rek'Sai",
"PlayerPick_Rell",
"PlayerPick_Renata Glasc",
"PlayerPick_Renekton",
"PlayerPick_Rengar",
"PlayerPick_Riven",
"PlayerPick_Rumble",
"PlayerPick_Ryze",
"PlayerPick_Samira",
"PlayerPick_Sejuani",
"PlayerPick_Senna",
"PlayerPick_Seraphine",
"PlayerPick_Sett",
"PlayerPick_Shaco",
"PlayerPick_Shen",
"PlayerPick_Shyvana",
"PlayerPick_Singed",
"PlayerPick_Sion",
"PlayerPick_Sivir",
"PlayerPick_Skarner",
"PlayerPick_Sona",
"PlayerPick_Soraka",
"PlayerPick_Swain",
"PlayerPick_Sylas",
"PlayerPick_Syndra",
"PlayerPick_Tahm Kench",
"PlayerPick_Taliyah",
"PlayerPick_Talon",
"PlayerPick_Taric",
"PlayerPick_Teemo",
"PlayerPick_Thresh",
"PlayerPick_Tristana",
"PlayerPick_Trundle",
"PlayerPick_Tryndamere",
"PlayerPick_Twisted Fate",
"PlayerPick_Twitch",
"PlayerPick_Udyr",
"PlayerPick_Urgot",
"PlayerPick_Varus",
"PlayerPick_Vayne",
"PlayerPick_Veigar",
"PlayerPick_Vel'Koz",
"PlayerPick_Vex",
"PlayerPick_Vi",
"PlayerPick_Viego",
"PlayerPick_Viktor",
"PlayerPick_Vladimir",
"PlayerPick_Volibear",
"PlayerPick_Warwick",
"PlayerPick_Wukong",
"PlayerPick_Xayah",
"PlayerPick_Xerath",
"PlayerPick_Xin Zhao",
"PlayerPick_Yasuo",
"PlayerPick_Yone",
"PlayerPick_Yorick",
"PlayerPick_Yuumi",
"PlayerPick_Zac",
"PlayerPick_Zed",
"PlayerPick_Zeri",
"PlayerPick_Ziggs",
"PlayerPick_Zilean",
"PlayerPick_Zoe",
"PlayerPick_Zyra",
"TeamPick_Aatrox",
"TeamPick_Ahri",
"TeamPick_Akali",
"TeamPick_Akshan",
"TeamPick_Alistar",
"TeamPick_Amumu",
"TeamPick_Anivia",
"TeamPick_Annie",
"TeamPick_Aphelios",
"TeamPick_Ashe",
"TeamPick_Aurelion Sol",
"TeamPick_Azir",
"TeamPick_Bard",
"TeamPick_Bel'Veth",
"TeamPick_Blitzcrank",
"TeamPick_Brand",
"TeamPick_Braum",
"TeamPick_Briar",
"TeamPick_Caitlyn",
"TeamPick_Camille",
"TeamPick_Cassiopeia",
"TeamPick_Cho'Gath",
"TeamPick_Corki",
"TeamPick_Darius",
"TeamPick_Diana",
"TeamPick_Dr. Mundo",
"TeamPick_Draven",
"TeamPick_Ekko",
"TeamPick_Elise",
"TeamPick_Evelynn",
"TeamPick_Ezreal",
"TeamPick_Fiddlesticks",
"TeamPick_Fiora",
"TeamPick_Fizz",
"TeamPick_Galio",
"TeamPick_Gangplank",
"TeamPick_Garen",
"TeamPick_Gnar",
"TeamPick_Gragas",
"TeamPick_Graves",
"TeamPick_Gwen",
"TeamPick_Hecarim",
"TeamPick_Heimerdinger",
"TeamPick_Illaoi",
"TeamPick_Irelia",
"TeamPick_Ivern",
"TeamPick_Janna",
"TeamPick_Jarvan IV",
"TeamPick_Jax",
"TeamPick_Jayce",
"TeamPick_Jhin",
"TeamPick_Jinx",
"TeamPick_K'Sante",
"TeamPick_Kai'Sa",
"TeamPick_Kalista",
"TeamPick_Karma",
"TeamPick_Karthus",
"TeamPick_Kassadin",
"TeamPick_Katarina",
"TeamPick_Kayle",
"TeamPick_Kayn",
"TeamPick_Kennen",
"TeamPick_Kha'Zix",
"TeamPick_Kindred",
"TeamPick_Kled",
"TeamPick_Kog'Maw",
"TeamPick_LeBlanc",
"TeamPick_Lee Sin",
"TeamPick_Leona",
"TeamPick_Lillia",
"TeamPick_Lissandra",
"TeamPick_Lucian",
"TeamPick_Lulu",
"TeamPick_Lux",
"TeamPick_Malphite",
"TeamPick_Malzahar",
"TeamPick_Maokai",
"TeamPick_Master Yi",
"TeamPick_Milio",
"TeamPick_Miss Fortune",
"TeamPick_Mordekaiser",
"TeamPick_Morgana",
"TeamPick_Naafiri",
"TeamPick_Nami",
"TeamPick_Nasus",
"TeamPick_Nautilus",
"TeamPick_Neeko",
"TeamPick_Nidalee",
"TeamPick_Nilah",
"TeamPick_Nocturne",
"TeamPick_Nunu & Willump",
"TeamPick_Olaf",
"TeamPick_Orianna",
"TeamPick_Ornn",
"TeamPick_Pantheon",
"TeamPick_Poppy",
"TeamPick_Pyke",
"TeamPick_Qiyana",
"TeamPick_Quinn",
"TeamPick_Rakan",
"TeamPick_Rammus",
"TeamPick_Rek'Sai",
"TeamPick_Rell",
"TeamPick_Renata Glasc",
"TeamPick_Renekton",
"TeamPick_Rengar",
"TeamPick_Riven",
"TeamPick_Rumble",
"TeamPick_Ryze",
"TeamPick_Samira",
"TeamPick_Sejuani",
"TeamPick_Senna",
"TeamPick_Seraphine",
"TeamPick_Sett",
"TeamPick_Shaco",
"TeamPick_Shen",
"TeamPick_Shyvana",
"TeamPick_Singed",
"TeamPick_Sion",
"TeamPick_Sivir",
"TeamPick_Skarner",
"TeamPick_Sona",
"TeamPick_Soraka",
"TeamPick_Swain",
"TeamPick_Sylas",
"TeamPick_Syndra",
"TeamPick_Tahm Kench",
"TeamPick_Taliyah",
"TeamPick_Talon",
"TeamPick_Taric",
"TeamPick_Teemo",
"TeamPick_Thresh",
"TeamPick_Tristana",
"TeamPick_Trundle",
"TeamPick_Tryndamere",
"TeamPick_Twisted Fate",
"TeamPick_Twitch",
"TeamPick_Udyr",
"TeamPick_Urgot",
"TeamPick_Varus",
"TeamPick_Vayne",
"TeamPick_Veigar",
"TeamPick_Vel'Koz",
"TeamPick_Vex",
"TeamPick_Vi",
"TeamPick_Viego",
"TeamPick_Viktor",
"TeamPick_Vladimir",
"TeamPick_Volibear",
"TeamPick_Warwick",
"TeamPick_Wukong",
"TeamPick_Xayah",
"TeamPick_Xerath",
"TeamPick_Xin Zhao",
"TeamPick_Yasuo",
"TeamPick_Yone",
"TeamPick_Yorick",
"TeamPick_Yuumi",
"TeamPick_Zac",
"TeamPick_Zed",
"TeamPick_Zeri",
"TeamPick_Ziggs",
"TeamPick_Zilean",
"TeamPick_Zoe",
"TeamPick_Zyra",
"OppPick_Aatrox",
"OppPick_Ahri",
"OppPick_Akali",
"OppPick_Akshan",
"OppPick_Alistar",
"OppPick_Amumu",
"OppPick_Anivia",
"OppPick_Annie",
"OppPick_Aphelios",
"OppPick_Ashe",
"OppPick_Aurelion Sol",
"OppPick_Azir",
"OppPick_Bard",
"OppPick_Bel'Veth",
"OppPick_Blitzcrank",
"OppPick_Brand",
"OppPick_Braum",
"OppPick_Briar",
"OppPick_Caitlyn",
"OppPick_Camille",
"OppPick_Cassiopeia",
"OppPick_Cho'Gath",
"OppPick_Corki",
"OppPick_Darius",
"OppPick_Diana",
"OppPick_Dr. Mundo",
"OppPick_Draven",
"OppPick_Ekko",
"OppPick_Elise",
"OppPick_Evelynn",
"OppPick_Ezreal",
"OppPick_Fiddlesticks",
"OppPick_Fiora",
"OppPick_Fizz",
"OppPick_Galio",
"OppPick_Gangplank",
"OppPick_Garen",
"OppPick_Gnar",
"OppPick_Gragas",
"OppPick_Graves",
"OppPick_Gwen",
"OppPick_Hecarim",
"OppPick_Heimerdinger",
"OppPick_Illaoi",
"OppPick_Irelia",
"OppPick_Ivern",
"OppPick_Janna",
"OppPick_Jarvan IV",
"OppPick_Jax",
"OppPick_Jayce",
"OppPick_Jhin",
"OppPick_Jinx",
"OppPick_K'Sante",
"OppPick_Kai'Sa",
"OppPick_Kalista",
"OppPick_Karma",
"OppPick_Karthus",
"OppPick_Kassadin",
"OppPick_Katarina",
"OppPick_Kayle",
"OppPick_Kayn",
"OppPick_Kennen",
"OppPick_Kha'Zix",
"OppPick_Kindred",
"OppPick_Kled",
"OppPick_Kog'Maw",
"OppPick_LeBlanc",
"OppPick_Lee Sin",
"OppPick_Leona",
"OppPick_Lillia",
"OppPick_Lissandra",
"OppPick_Lucian",
"OppPick_Lulu",
"OppPick_Lux",
"OppPick_Malphite",
"OppPick_Malzahar",
"OppPick_Maokai",
"OppPick_Master Yi",
"OppPick_Milio",
"OppPick_Miss Fortune",
"OppPick_Mordekaiser",
"OppPick_Morgana",
"OppPick_Naafiri",
"OppPick_Nami",
"OppPick_Nasus",
"OppPick_Nautilus",
"OppPick_Neeko",
"OppPick_Nidalee",
"OppPick_Nilah",
"OppPick_Nocturne",
"OppPick_Nunu & Willump",
"OppPick_Olaf",
"OppPick_Orianna",
"OppPick_Ornn",
"OppPick_Pantheon",
"OppPick_Poppy",
"OppPick_Pyke",
"OppPick_Qiyana",
"OppPick_Quinn",
"OppPick_Rakan",
"OppPick_Rammus",
"OppPick_Rek'Sai",
"OppPick_Rell",
"OppPick_Renata Glasc",
"OppPick_Renekton",
"OppPick_Rengar",
"OppPick_Riven",
"OppPick_Rumble",
"OppPick_Ryze",
"OppPick_Samira",
"OppPick_Sejuani",
"OppPick_Senna",
"OppPick_Seraphine",
"OppPick_Sett",
"OppPick_Shaco",
"OppPick_Shen",
"OppPick_Shyvana",
"OppPick_Singed",
"OppPick_Sion",
"OppPick_Sivir",
"OppPick_Skarner",
"OppPick_Sona",
"OppPick_Soraka",
"OppPick_Swain",
"OppPick_Sylas",
"OppPick_Syndra",
"OppPick_Tahm Kench",
"OppPick_Taliyah",
"OppPick_Talon",
"OppPick_Taric",
"OppPick_Teemo",
"OppPick_Thresh",
"OppPick_Tristana",
"OppPick_Trundle",
"OppPick_Tryndamere",
"OppPick_Twisted Fate",
"OppPick_Twitch",
"OppPick_Udyr",
"OppPick_Urgot",
"OppPick_Varus",
"OppPick_Vayne",
"OppPick_Veigar",
"OppPick_Vel'Koz",
"OppPick_Vex",
"OppPick_Vi",
"OppPick_Viego",
"OppPick_Viktor",
"OppPick_Vladimir",
"OppPick_Volibear",
"OppPick_Warwick",
"OppPick_Wukong",
"OppPick_Xayah",
"OppPick_Xerath",
"OppPick_Xin Zhao",
"OppPick_Yasuo",
"OppPick_Yone",
"OppPick_Yorick",
"OppPick_Yuumi",
"OppPick_Zac",
"OppPick_Zed",
"OppPick_Zeri",
"OppPick_Ziggs",
"OppPick_Zilean",
"OppPick_Zoe",
"OppPick_Zyra"
],
"environment": [
"pandas",
"scikit-learn"
],
"example_input": {
"CSM": [
30.6,
30.6
],
"DPM": [
1652.0,
1652.0
],
"DRA%": [
0.556,
0.556
],
"DRA@15": [
0.48,
0.48
],
"DRAPG": [
2.19,
2.19
],
"Deaths / game": [
11.9,
11.9
],
"FB%": [
0.7040000000000001,
0.7040000000000001
],
"FT%": [
0.444,
0.444
],
"GD@15": [
-292.0,
-292.0
],
"GDM": [
44,
44
],
"GPM": [
1780,
1780
],
"Game duration": [
37.38333333333333,
37.38333333333333
],
"Games": [
27,
27
],
"HER%": [
0.667,
0.667
],
"HERPG": [
0.3,
0.3
],
"K:D": [
1.03,
1.03
],
"Kills / game": [
12.3,
12.3
],
"NASH%": [
0.622,
0.622
],
"NASHPG": [
1.0,
1.0
],
"OppPick_Aatrox": [
0,
0
],
"OppPick_Ahri": [
0,
0
],
"OppPick_Akali": [
0,
0
],
"OppPick_Akshan": [
0,
0
],
"OppPick_Alistar": [
0,
0
],
"OppPick_Amumu": [
0,
0
],
"OppPick_Anivia": [
0,
0
],
"OppPick_Annie": [
0,
0
],
"OppPick_Aphelios": [
0,
0
],
"OppPick_Ashe": [
0,
0
],
"OppPick_Aurelion Sol": [
0,
0
],
"OppPick_Azir": [
0,
0
],
"OppPick_Bard": [
0,
0
],
"OppPick_Bel'Veth": [
0,
0
],
"OppPick_Blitzcrank": [
0,
0
],
"OppPick_Brand": [
0,
0
],
"OppPick_Braum": [
0,
0
],
"OppPick_Briar": [
0,
0
],
"OppPick_Caitlyn": [
0,
0
],
"OppPick_Camille": [
0,
0
],
"OppPick_Cassiopeia": [
0,
1
],
"OppPick_Cho'Gath": [
0,
0
],
"OppPick_Corki": [
0,
0
],
"OppPick_Darius": [
0,
0
],
"OppPick_Diana": [
0,
0
],
"OppPick_Dr. Mundo": [
0,
0
],
"OppPick_Draven": [
0,
0
],
"OppPick_Ekko": [
0,
0
],
"OppPick_Elise": [
0,
0
],
"OppPick_Evelynn": [
0,
0
],
"OppPick_Ezreal": [
0,
0
],
"OppPick_Fiddlesticks": [
0,
0
],
"OppPick_Fiora": [
0,
0
],
"OppPick_Fizz": [
0,
0
],
"OppPick_Galio": [
0,
0
],
"OppPick_Gangplank": [
0,
0
],
"OppPick_Garen": [
0,
0
],
"OppPick_Gnar": [
0,
0
],
"OppPick_Gragas": [
0,
0
],
"OppPick_Graves": [
0,
0
],
"OppPick_Gwen": [
0,
0
],
"OppPick_Hecarim": [
0,
0
],
"OppPick_Heimerdinger": [
0,
0
],
"OppPick_Illaoi": [
0,
0
],
"OppPick_Irelia": [
0,
0
],
"OppPick_Ivern": [
0,
0
],
"OppPick_Janna": [
0,
0
],
"OppPick_Jarvan IV": [
0,
0
],
"OppPick_Jax": [
0,
0
],
"OppPick_Jayce": [
0,
0
],
"OppPick_Jhin": [
0,
1
],
"OppPick_Jinx": [
0,
0
],
"OppPick_K'Sante": [
0,
0
],
"OppPick_Kai'Sa": [
0,
0
],
"OppPick_Kalista": [
0,
0
],
"OppPick_Karma": [
0,
1
],
"OppPick_Karthus": [
0,
0
],
"OppPick_Kassadin": [
0,
0
],
"OppPick_Katarina": [
0,
0
],
"OppPick_Kayle": [
0,
0
],
"OppPick_Kayn": [
0,
0
],
"OppPick_Kennen": [
0,
0
],
"OppPick_Kha'Zix": [
0,
0
],
"OppPick_Kindred": [
0,
0
],
"OppPick_Kled": [
0,
0
],
"OppPick_Kog'Maw": [
0,
0
],
"OppPick_LeBlanc": [
0,
0
],
"OppPick_Lee Sin": [
0,
0
],
"OppPick_Leona": [
0,
0
],
"OppPick_Lillia": [
0,
0
],
"OppPick_Lissandra": [
0,
0
],
"OppPick_Lucian": [
0,
0
],
"OppPick_Lulu": [
0,
0
],
"OppPick_Lux": [
0,
0
],
"OppPick_Malphite": [
0,
0
],
"OppPick_Malzahar": [
0,
0
],
"OppPick_Maokai": [
1,
0
],
"OppPick_Master Yi": [
0,
0
],
"OppPick_Milio": [
0,
0
],
"OppPick_Miss Fortune": [
0,
0
],
"OppPick_Mordekaiser": [
0,
0
],
"OppPick_Morgana": [
0,
0
],
"OppPick_Naafiri": [
0,
0
],
"OppPick_Nami": [
1,
0
],
"OppPick_Nasus": [
0,
0
],
"OppPick_Nautilus": [
0,
0
],
"OppPick_Neeko": [
0,
0
],
"OppPick_Nidalee": [
0,
0
],
"OppPick_Nilah": [
0,
0
],
"OppPick_Nocturne": [
0,
0
],
"OppPick_Nunu & Willump": [
0,
0
],
"OppPick_Olaf": [
0,
1
],
"OppPick_Orianna": [
0,
0
],
"OppPick_Ornn": [
0,
0
],
"OppPick_Pantheon": [
0,
0
],
"OppPick_Poppy": [
0,
1
],
"OppPick_Pyke": [
0,
0
],
"OppPick_Qiyana": [
0,
0
],
"OppPick_Quinn": [
0,
0
],
"OppPick_Rakan": [
0,
0
],
"OppPick_Rammus": [
0,
0
],
"OppPick_Rek'Sai": [
0,
0
],
"OppPick_Rell": [
0,
0
],
"OppPick_Renata Glasc": [
0,
0
],
"OppPick_Renekton": [
0,
0
],
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"monsterkillsenemyjungle": [
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"total_damage": [
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"total_first_bloods": [
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28.0
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"total_game_minutes": [
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"total_games": [
214,
214
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"total_gold": [
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"total_kills": [
528,
528
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"total_losses": [
107,
107
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"total_wards_killed": [
1922.0,
1922.0
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"total_wards_placed": [
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107
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"wards_cleared_per_minute": [
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"wards_per_minute": [
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"wardskilled": [
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"wardsplaced": [
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"wcpm": [
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"wpm": [
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1.3411593303515963
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"xpat10": [
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"xpat15": [
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],
"year": [
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]
},
"model": {
"file": "random_forest_model.joblib"
},
"model_format": "pickle",
"task": "tabular-classification",
"use_intelex": false
}
}