Add eleven tasks

README.md

@@ -338,6 +338,470 @@ dataset_info:
     num_examples: 15300
   download_size: 4800056
   dataset_size: 35451000
+- 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
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+  - name: Country_Congo
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+  - name: Country_Cook Islands
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+  - name: Country_Costa Rica
+    dtype: int64
+  - name: Country_Croatia
+    dtype: int64
+  - name: Country_Cuba
+    dtype: int64
+  - name: Country_Cyprus
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+  - 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
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+    dtype: int64
+  - name: Country_Georgia
+    dtype: int64
+  - name: Country_Germany
+    dtype: int64
+  - name: Country_Ghana
+    dtype: int64
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+    dtype: int64
+  - name: Country_Grenada
+    dtype: int64
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+    dtype: int64
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+    dtype: int64
+  - name: Country_Guinea-Bissau
+    dtype: int64
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+  - name: Country_Iran (Islamic Republic of)
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+  - name: Country_Iraq
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+  - name: Country_Kiribati
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+  - name: Country_Kuwait
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+  - name: Country_Malaysia
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+  - name: Country_Malta
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+  - name: Country_Montenegro
+    dtype: int64
+  - name: Country_Morocco
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+  - name: Country_Mozambique
+    dtype: int64
+  - name: Country_Myanmar
+    dtype: int64
+  - name: Country_Namibia
+    dtype: int64
+  - name: Country_Nauru
+    dtype: int64
+  - name: Country_Nepal
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+  - name: Country_Netherlands
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+  - 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
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+  - name: Country_Palau
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+  - name: Country_Papua New Guinea
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+    dtype: int64
+  - name: Country_Republic of Moldova
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+  - name: Country_Rwanda
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+  - name: Country_Saint Kitts and Nevis
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+  - name: Country_Venezuela (Bolivarian Republic of)
+    dtype: int64
+  - name: Country_Viet Nam
+    dtype: int64
+  - name: Country_Yemen
+    dtype: int64
+  - name: Country_Zambia
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+  - 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
+  - name: __index_level_0__
+    dtype: int64
+  splits:
+  - name: train
+    num_bytes: 160230720
+    num_examples: 88485
+  - name: validation
+    num_bytes: 22626240
+    num_examples: 12495
+  - name: test
+    num_bytes: 45714240
+    num_examples: 25245
+  download_size: 15576082
+  dataset_size: 228571200
 configs:
 - config_name: abalone
   data_files:
@@ -379,4 +843,12 @@ 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 2850310

life_expectancy/train-00000-of-00001.parquet

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+size 11412576

life_expectancy/validation-00000-of-00001.parquet

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