7eaddd9a54
ML - устранение неточностей и багов ML - оптимизация производительности DecisionTreeRegressor.Fit, RandomForestRegressor.Fit ML - тесты
56 lines
2.6 KiB
Plaintext
56 lines
2.6 KiB
Plaintext
name = RussianCities
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task = clustering
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features = population,lat,lon,region_name,federal_district,foundation_year,area
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description.en = Dataset of Russian cities with geographic, demographic, and historical features. Includes population, coordinates, region, foundation year, and area for urban analysis and modeling.
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description.ru = Датасет городов России с географическими, демографическими и историческими характеристиками. Включает население, координаты, регион, год основания и площадь для анализа и моделирования.
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source = Wikipedia (cities, area, foundation year), aggregated and cleaned
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url = https://ru.wikipedia.org/wiki/Список_городов_России
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feature.population = float
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feature.lat = float
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feature.lon = float
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feature.region_name = categorical
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feature.federal_district = categorical
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feature.foundation_year = int
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feature.area = float
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feature.density = float
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feature.population.ru = население
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feature.lat.ru = широта
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feature.lon.ru = долгота
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feature.region_name.ru = регион
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feature.federal_district.ru = федеральный округ
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feature.foundation_year.ru = год основания (нормализованный)
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feature.area.ru = площадь города (км²)
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feature.density.ru = плотность населения
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feature.population.en = population
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feature.lat.en = latitude
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feature.lon.en = longitude
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feature.region_name.en = region
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feature.federal_district.en = federal district
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feature.foundation_year.en = foundation year (normalized)
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feature.area.en = city area (km²)
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feature.density.en = population density
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value.federal_district.central.ru = Центральный
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value.federal_district.northwestern.ru = Северо-Западный
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value.federal_district.southern.ru = Южный
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value.federal_district.north_caucasian.ru = Северо-Кавказский
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value.federal_district.volga.ru = Приволжский
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value.federal_district.ural.ru = Уральский
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value.federal_district.siberian.ru = Сибирский
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value.federal_district.far_eastern.ru = Дальневосточный
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value.federal_district.central.en = Central
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value.federal_district.northwestern.en = Northwestern
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value.federal_district.southern.en = Southern
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value.federal_district.north_caucasian.en = North Caucasian
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value.federal_district.volga.en = Volga
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value.federal_district.ural.en = Ural
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value.federal_district.siberian.en = Siberian
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value.federal_district.far_eastern.en = Far Eastern |