Add eleven tasks

README.md

@@ -328,6 +328,468 @@ dataset_info:
     num_examples: 15300
   download_size: 4365509
   dataset_size: 34832880
+- config_name: life_expectancy
+  features:
+  - name: instance
+    dtype: int64
+  - name: Year
+    dtype: int64
+  - name: Adult_Mortality
+    dtype: float64
+  - name: infant_deaths
+    dtype: int64
+  - name: Alcohol
+    dtype: float64
+  - name: percentage_expenditure
+    dtype: float64
+  - name: Hepatitis_B
+    dtype: float64
+  - name: Measles
+    dtype: int64
+  - name: BMI
+    dtype: float64
+  - name: under_five_deaths
+    dtype: int64
+  - name: Polio
+    dtype: float64
+  - name: Total_expenditure
+    dtype: float64
+  - name: Diphtheria
+    dtype: float64
+  - name: HIV_AIDS
+    dtype: float64
+  - name: GDP
+    dtype: float64
+  - name: Population
+    dtype: float64
+  - name: thinness_AgeBracket2
+    dtype: float64
+  - name: thinness_AgeBracket1
+    dtype: float64
+  - name: Income_composition_of_resources
+    dtype: float64
+  - name: Schooling
+    dtype: float64
+  - name: Country_Afghanistan
+    dtype: int64
+  - name: Country_Albania
+    dtype: int64
+  - name: Country_Algeria
+    dtype: int64
+  - name: Country_Angola
+    dtype: int64
+  - name: Country_Antigua and Barbuda
+    dtype: int64
+  - name: Country_Argentina
+    dtype: int64
+  - name: Country_Armenia
+    dtype: int64
+  - name: Country_Australia
+    dtype: int64
+  - name: Country_Austria
+    dtype: int64
+  - name: Country_Azerbaijan
+    dtype: int64
+  - name: Country_Bahamas
+    dtype: int64
+  - name: Country_Bahrain
+    dtype: int64
+  - name: Country_Bangladesh
+    dtype: int64
+  - name: Country_Barbados
+    dtype: int64
+  - name: Country_Belarus
+    dtype: int64
+  - name: Country_Belgium
+    dtype: int64
+  - name: Country_Belize
+    dtype: int64
+  - name: Country_Benin
+    dtype: int64
+  - name: Country_Bhutan
+    dtype: int64
+  - name: Country_Bolivia (Plurinational State of)
+    dtype: int64
+  - name: Country_Bosnia and Herzegovina
+    dtype: int64
+  - name: Country_Botswana
+    dtype: int64
+  - name: Country_Brazil
+    dtype: int64
+  - name: Country_Brunei Darussalam
+    dtype: int64
+  - name: Country_Bulgaria
+    dtype: int64
+  - name: Country_Burkina Faso
+    dtype: int64
+  - name: Country_Burundi
+    dtype: int64
+  - name: Country_Cabo Verde
+    dtype: int64
+  - name: Country_Cambodia
+    dtype: int64
+  - name: Country_Cameroon
+    dtype: int64
+  - name: Country_Canada
+    dtype: int64
+  - name: Country_Central African Republic
+    dtype: int64
+  - name: Country_Chad
+    dtype: int64
+  - name: Country_Chile
+    dtype: int64
+  - name: Country_China
+    dtype: int64
+  - name: Country_Colombia
+    dtype: int64
+  - name: Country_Comoros
+    dtype: int64
+  - name: Country_Congo
+    dtype: int64
+  - name: Country_Cook Islands
+    dtype: int64
+  - name: Country_Costa Rica
+    dtype: int64
+  - name: Country_Croatia
+    dtype: int64
+  - name: Country_Cuba
+    dtype: int64
+  - name: Country_Cyprus
+    dtype: int64
+  - name: Country_Czechia
+    dtype: int64
+  - name: Country_Côte d'Ivoire
+    dtype: int64
+  - name: Country_Democratic People's Republic of Korea
+    dtype: int64
+  - name: Country_Democratic Republic of the Congo
+    dtype: int64
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+  - name: Country_Djibouti
+    dtype: int64
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+    dtype: int64
+  - name: Country_Dominican Republic
+    dtype: int64
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+    dtype: int64
+  - name: Country_Egypt
+    dtype: int64
+  - name: Country_El Salvador
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+  - name: Country_Equatorial Guinea
+    dtype: int64
+  - name: Country_Eritrea
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+    dtype: int64
+  - name: Country_Ethiopia
+    dtype: int64
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+  - name: Country_France
+    dtype: int64
+  - name: Country_Gabon
+    dtype: int64
+  - name: Country_Gambia
+    dtype: int64
+  - name: Country_Georgia
+    dtype: int64
+  - name: Country_Germany
+    dtype: int64
+  - name: Country_Ghana
+    dtype: int64
+  - name: Country_Greece
+    dtype: int64
+  - name: Country_Grenada
+    dtype: int64
+  - name: Country_Guatemala
+    dtype: int64
+  - name: Country_Guinea
+    dtype: int64
+  - name: Country_Guinea-Bissau
+    dtype: int64
+  - name: Country_Guyana
+    dtype: int64
+  - name: Country_Haiti
+    dtype: int64
+  - name: Country_Honduras
+    dtype: int64
+  - name: Country_Hungary
+    dtype: int64
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+    dtype: int64
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+    dtype: int64
+  - name: Country_Indonesia
+    dtype: int64
+  - name: Country_Iran (Islamic Republic of)
+    dtype: int64
+  - name: Country_Iraq
+    dtype: int64
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+    dtype: int64
+  - name: Country_Israel
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+  - name: Country_Jamaica
+    dtype: int64
+  - name: Country_Japan
+    dtype: int64
+  - name: Country_Jordan
+    dtype: int64
+  - name: Country_Kazakhstan
+    dtype: int64
+  - name: Country_Kenya
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+  - name: Country_Kiribati
+    dtype: int64
+  - name: Country_Kuwait
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+  - name: Country_Kyrgyzstan
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+    dtype: int64
+  - name: Country_Luxembourg
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+  - name: Country_Madagascar
+    dtype: int64
+  - name: Country_Malawi
+    dtype: int64
+  - name: Country_Malaysia
+    dtype: int64
+  - name: Country_Maldives
+    dtype: int64
+  - name: Country_Mali
+    dtype: int64
+  - name: Country_Malta
+    dtype: int64
+  - name: Country_Marshall Islands
+    dtype: int64
+  - name: Country_Mauritania
+    dtype: int64
+  - name: Country_Mauritius
+    dtype: int64
+  - name: Country_Mexico
+    dtype: int64
+  - name: Country_Micronesia (Federated States of)
+    dtype: int64
+  - name: Country_Monaco
+    dtype: int64
+  - name: Country_Mongolia
+    dtype: int64
+  - name: Country_Montenegro
+    dtype: int64
+  - name: Country_Morocco
+    dtype: int64
+  - name: Country_Mozambique
+    dtype: int64
+  - name: Country_Myanmar
+    dtype: int64
+  - name: Country_Namibia
+    dtype: int64
+  - name: Country_Nauru
+    dtype: int64
+  - name: Country_Nepal
+    dtype: int64
+  - name: Country_Netherlands
+    dtype: int64
+  - name: Country_New Zealand
+    dtype: int64
+  - name: Country_Nicaragua
+    dtype: int64
+  - name: Country_Niger
+    dtype: int64
+  - name: Country_Nigeria
+    dtype: int64
+  - name: Country_Niue
+    dtype: int64
+  - name: Country_Norway
+    dtype: int64
+  - name: Country_Oman
+    dtype: int64
+  - name: Country_Pakistan
+    dtype: int64
+  - name: Country_Palau
+    dtype: int64
+  - name: Country_Panama
+    dtype: int64
+  - name: Country_Papua New Guinea
+    dtype: int64
+  - name: Country_Paraguay
+    dtype: int64
+  - name: Country_Peru
+    dtype: int64
+  - name: Country_Philippines
+    dtype: int64
+  - name: Country_Poland
+    dtype: int64
+  - name: Country_Portugal
+    dtype: int64
+  - name: Country_Qatar
+    dtype: int64
+  - name: Country_Republic of Korea
+    dtype: int64
+  - name: Country_Republic of Moldova
+    dtype: int64
+  - name: Country_Romania
+    dtype: int64
+  - name: Country_Russian Federation
+    dtype: int64
+  - name: Country_Rwanda
+    dtype: int64
+  - name: Country_Saint Kitts and Nevis
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+  - name: Country_Switzerland
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+  - name: Country_Thailand
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+    dtype: int64
+  - name: Country_Tunisia
+    dtype: int64
+  - name: Country_Turkey
+    dtype: int64
+  - name: Country_Turkmenistan
+    dtype: int64
+  - name: Country_Tuvalu
+    dtype: int64
+  - name: Country_Uganda
+    dtype: int64
+  - name: Country_Ukraine
+    dtype: int64
+  - name: Country_United Arab Emirates
+    dtype: int64
+  - name: Country_United Kingdom of Great Britain and Northern Ireland
+    dtype: int64
+  - name: Country_United Republic of Tanzania
+    dtype: int64
+  - name: Country_United States of America
+    dtype: int64
+  - name: Country_Uruguay
+    dtype: int64
+  - name: Country_Uzbekistan
+    dtype: int64
+  - name: Country_Vanuatu
+    dtype: int64
+  - name: Country_Venezuela (Bolivarian Republic of)
+    dtype: int64
+  - name: Country_Viet Nam
+    dtype: int64
+  - name: Country_Yemen
+    dtype: int64
+  - name: Country_Zambia
+    dtype: int64
+  - name: Country_Zimbabwe
+    dtype: int64
+  - name: Status_Developed
+    dtype: int64
+  - name: Status_Developing
+    dtype: int64
+  - name: real
+    dtype: float64
+  - name: prediction
+    dtype: float64
+  - name: model
+    dtype: string
+  - name: cpu_training_time
+    dtype: int64
+  - name: cpu_prediction_time
+    dtype: int64
+  - name: memory_usage
+    dtype: int64
+  - name: max_depth
+    dtype: int64
+  - name: learning_rate
+    dtype: float64
+  - name: n_estimators
+    dtype: int64
+  splits:
+  - name: train
+    num_bytes: 159522840
+    num_examples: 88485
+  - name: validation
+    num_bytes: 22526280
+    num_examples: 12495
+  - name: test
+    num_bytes: 45512280
+    num_examples: 25245
+  download_size: 14865507
+  dataset_size: 227561400
 configs:
 - config_name: abalone
   data_files:
@@ -369,4 +831,12 @@ configs:
     path: infrared/validation-*
   - split: test
     path: infrared/test-*
+- config_name: life_expectancy
+  data_files:
+  - split: train
+    path: life_expectancy/train-*
+  - split: validation
+    path: life_expectancy/validation-*
+  - split: test
+    path: life_expectancy/test-*
 ---

life_expectancy/test-00000-of-00001.parquet

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+size 2707200

life_expectancy/train-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
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+size 10915785

life_expectancy/validation-00000-of-00001.parquet

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+version https://git-lfs.github.com/spec/v1
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+size 1242522