--- dataset_info: - config_name: abalone features: - name: instance dtype: int64 - name: Length dtype: float64 - name: Diameter dtype: float64 - name: Height dtype: float64 - name: Whole_weight dtype: float64 - name: Shucked_weight dtype: float64 - name: Viscera_weight dtype: float64 - name: Shell_weight dtype: float64 - name: Sex_F dtype: int64 - name: Sex_I dtype: int64 - name: Sex_M dtype: int64 - name: real dtype: int64 - 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: 38289240 num_examples: 224145 - name: validation num_bytes: 5445000 num_examples: 31875 - name: test num_bytes: 10890000 num_examples: 63750 download_size: 11789983 dataset_size: 54624240 - config_name: auction_verification features: - name: instance dtype: int64 - name: process_b1_capacity dtype: int64 - name: process_b2_capacity dtype: int64 - name: process_b3_capacity dtype: int64 - name: process_b4_capacity dtype: int64 - name: property_price dtype: int64 - name: property_product dtype: int64 - name: property_winner 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: 16099200 num_examples: 109650 - name: validation num_bytes: 2283840 num_examples: 15555 - name: test num_bytes: 4567680 num_examples: 31110 download_size: 3180269 dataset_size: 22950720 - config_name: bng_echoMonths features: - name: instance dtype: int64 - name: still_alive dtype: float64 - name: age dtype: float64 - name: pericardial dtype: float64 - name: fractional dtype: float64 - name: epss dtype: float64 - name: lvdd dtype: float64 - name: wall_score dtype: float64 - name: wall_index dtype: float64 - name: alive_at_1 dtype: float64 - 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: 152627520 num_examples: 937380 - name: validation num_bytes: 21756480 num_examples: 133620 - name: test num_bytes: 43554480 num_examples: 267495 download_size: 90967769 dataset_size: 217938480 - config_name: california_housing features: - name: instance dtype: int64 - name: MedInc dtype: float64 - name: HouseAge dtype: float64 - name: AveRooms dtype: float64 - name: AveBedrms dtype: float64 - name: Population dtype: float64 - name: AveOccup dtype: float64 - name: Latitude dtype: float64 - name: Longitude dtype: float64 - 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: 171145800 num_examples: 1105425 - name: validation num_bytes: 24438120 num_examples: 157845 - name: test num_bytes: 48876240 num_examples: 315690 download_size: 107814021 dataset_size: 244460160 - config_name: infrared features: - name: instance dtype: int64 - name: T_atm dtype: float64 - name: Humidity dtype: float64 - name: Distance dtype: float64 - name: T_offset1 dtype: float64 - name: Max1R13_1 dtype: float64 - name: Max1L13_1 dtype: float64 - name: aveAllR13_1 dtype: float64 - name: aveAllL13_1 dtype: float64 - name: T_RC1 dtype: float64 - name: T_RC_Dry1 dtype: float64 - name: T_RC_Wet1 dtype: float64 - name: T_RC_Max1 dtype: float64 - name: T_LC1 dtype: float64 - name: T_LC_Dry1 dtype: float64 - name: T_LC_Wet1 dtype: float64 - name: T_LC_Max1 dtype: float64 - name: RCC1 dtype: float64 - name: LCC1 dtype: float64 - name: canthiMax1 dtype: float64 - name: canthi4Max1 dtype: float64 - name: T_FHCC1 dtype: float64 - name: T_FHRC1 dtype: float64 - name: T_FHLC1 dtype: float64 - name: T_FHBC1 dtype: float64 - name: T_FHTC1 dtype: float64 - name: T_FH_Max1 dtype: float64 - name: T_FHC_Max1 dtype: float64 - name: T_Max1 dtype: float64 - name: T_OR1 dtype: float64 - name: T_OR_Max1 dtype: float64 - name: Gender_Female dtype: int64 - name: Gender_Male dtype: int64 - name: AgeBracket1 dtype: int64 - name: AgeBracket2 dtype: int64 - name: AgeBracket3 dtype: int64 - name: AgeBracket4 dtype: int64 - name: AgeBracket5 dtype: int64 - name: AgeBracket6 dtype: int64 - name: AgeBracket7 dtype: int64 - name: EthnicityAI_AN dtype: int64 - name: Ethnicity_Asian dtype: int64 - name: EthnicityBl_AA dtype: int64 - name: EthnicityHs_Lat dtype: int64 - name: EthnicityMR dtype: int64 - name: Ethnicity_White 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: 24486480 num_examples: 54315 - name: validation num_bytes: 3448800 num_examples: 7650 - name: test num_bytes: 6897600 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 - name: Country_Denmark dtype: int64 - name: Country_Djibouti dtype: int64 - name: Country_Dominica dtype: int64 - name: Country_Dominican Republic dtype: int64 - name: Country_Ecuador dtype: int64 - name: Country_Egypt dtype: int64 - name: Country_El Salvador dtype: int64 - name: Country_Equatorial Guinea dtype: int64 - name: Country_Eritrea dtype: int64 - name: Country_Estonia dtype: int64 - name: Country_Ethiopia dtype: int64 - name: Country_Fiji dtype: int64 - name: Country_Finland dtype: int64 - 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 - name: Country_Iceland dtype: int64 - name: Country_India dtype: int64 - name: Country_Indonesia dtype: int64 - name: Country_Iran (Islamic Republic of) dtype: int64 - name: Country_Iraq dtype: int64 - name: Country_Ireland dtype: int64 - name: Country_Israel dtype: int64 - name: Country_Italy dtype: int64 - name: Country_Jamaica dtype: int64 - name: Country_Japan dtype: int64 - name: Country_Jordan dtype: int64 - name: Country_Kazakhstan dtype: int64 - name: Country_Kenya dtype: int64 - name: Country_Kiribati dtype: int64 - name: Country_Kuwait dtype: int64 - name: Country_Kyrgyzstan dtype: int64 - name: Country_Lao People's Democratic Republic dtype: int64 - name: Country_Latvia dtype: int64 - name: Country_Lebanon dtype: int64 - name: Country_Lesotho dtype: int64 - name: Country_Liberia dtype: int64 - name: Country_Libya dtype: int64 - name: Country_Lithuania dtype: int64 - name: Country_Luxembourg dtype: int64 - 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 dtype: int64 - name: Country_Saint Lucia dtype: int64 - name: Country_Saint Vincent and the Grenadines dtype: int64 - name: Country_Samoa dtype: int64 - name: Country_San Marino dtype: int64 - name: Country_Sao Tome and Principe dtype: int64 - name: Country_Saudi Arabia dtype: int64 - name: Country_Senegal dtype: int64 - name: Country_Serbia dtype: int64 - name: Country_Seychelles dtype: int64 - name: Country_Sierra Leone dtype: int64 - name: Country_Singapore dtype: int64 - name: Country_Slovakia dtype: int64 - name: Country_Slovenia dtype: int64 - name: Country_Solomon Islands dtype: int64 - name: Country_Somalia dtype: int64 - name: Country_South Africa dtype: int64 - name: Country_South Sudan dtype: int64 - name: Country_Spain dtype: int64 - name: Country_Sri Lanka dtype: int64 - name: Country_Sudan dtype: int64 - name: Country_Suriname dtype: int64 - name: Country_Swaziland dtype: int64 - name: Country_Sweden dtype: int64 - name: Country_Switzerland dtype: int64 - name: Country_Syrian Arab Republic dtype: int64 - name: Country_Tajikistan dtype: int64 - name: Country_Thailand dtype: int64 - name: Country_The former Yugoslav republic of Macedonia dtype: int64 - name: Country_Timor-Leste dtype: int64 - name: Country_Togo dtype: int64 - name: Country_Tonga dtype: int64 - name: Country_Trinidad and Tobago 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 - config_name: ltfsid features: - name: instance dtype: int64 - name: Area dtype: int64 - name: Sensing Range dtype: int64 - name: Transmission Range dtype: int64 - name: Number of Sensor nodes dtype: int64 - name: real dtype: int64 - 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: 1221480 num_examples: 9945 - name: validation num_bytes: 156600 num_examples: 1275 - name: test num_bytes: 344520 num_examples: 2805 download_size: 222167 dataset_size: 1722600 - config_name: music_popularity features: - name: instance dtype: int64 - name: acousticness dtype: float64 - name: danceability dtype: float64 - name: duration_ms dtype: int64 - name: energy dtype: float64 - name: explicit dtype: int64 - name: instrumentalness dtype: float64 - name: key dtype: int64 - name: liveness dtype: float64 - name: loudness dtype: float64 - name: mode dtype: int64 - name: speechiness dtype: float64 - name: tempo dtype: float64 - name: valence dtype: float64 - name: year dtype: int64 - name: real dtype: int64 - 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: 473548320 num_examples: 2334780 - name: validation num_bytes: 67649760 num_examples: 333540 - name: test num_bytes: 135299520 num_examples: 667080 download_size: 261111067 dataset_size: 676497600 - config_name: parkinsons_motor features: - name: instance dtype: int64 - name: age dtype: int64 - name: testTime dtype: float64 - name: Jitter dtype: float64 - name: JitterAbs dtype: float64 - name: JitterRAP dtype: float64 - name: JitterPPQ5 dtype: float64 - name: JitterDDP dtype: float64 - name: Shimmer dtype: float64 - name: ShimmerdB dtype: float64 - name: ShimmerAPQ3 dtype: float64 - name: ShimmerAPQ5 dtype: float64 - name: ShimmerAPQ11 dtype: float64 - name: ShimmerDDA dtype: float64 - name: NHR dtype: float64 - name: HNR dtype: float64 - name: RPDE dtype: float64 - name: DFA dtype: float64 - name: PPE dtype: float64 - name: sex 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: 76471200 num_examples: 314925 - name: validation num_bytes: 10897920 num_examples: 44880 - name: test num_bytes: 21795840 num_examples: 89760 download_size: 54813165 dataset_size: 109164960 - config_name: parkinsons_total features: - name: instance dtype: int64 - name: age dtype: int64 - name: testTime dtype: float64 - name: Jitter dtype: float64 - name: JitterAbs dtype: float64 - name: JitterRAP dtype: float64 - name: JitterPPQ5 dtype: float64 - name: JitterDDP dtype: float64 - name: Shimmer dtype: float64 - name: ShimmerdB dtype: float64 - name: ShimmerAPQ3 dtype: float64 - name: ShimmerAPQ5 dtype: float64 - name: ShimmerAPQ11 dtype: float64 - name: ShimmerDDA dtype: float64 - name: NHR dtype: float64 - name: HNR dtype: float64 - name: RPDE dtype: float64 - name: DFA dtype: float64 - name: PPE dtype: float64 - name: sex 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: 76471200 num_examples: 314925 - name: validation num_bytes: 10897920 num_examples: 44880 - name: test num_bytes: 21795840 num_examples: 89760 download_size: 54936377 dataset_size: 109164960 - config_name: swCSC features: - name: instance dtype: int64 - name: AFP dtype: float64 - name: FEh dtype: int64 - name: PT_D dtype: bool - name: PT_P dtype: bool - name: PT_Unk dtype: bool - name: FEM_A dtype: bool - name: FEM_C dtype: bool - name: FEM_CAE dtype: bool - name: FEM_D dtype: bool - name: FEM_EO dtype: bool - name: FEM_W dtype: bool - name: real dtype: int64 - 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: 880860 num_examples: 8160 - name: validation num_bytes: 110112 num_examples: 1020 - name: test num_bytes: 220215 num_examples: 2040 download_size: 199054 dataset_size: 1211187 configs: - config_name: abalone data_files: - split: train path: abalone/train-* - split: validation path: abalone/validation-* - split: test path: abalone/test-* - config_name: auction_verification data_files: - split: train path: auction_verification/train-* - split: validation path: auction_verification/validation-* - split: test path: auction_verification/test-* - config_name: bng_echoMonths data_files: - split: train path: bng_echoMonths/train-* - split: validation path: bng_echoMonths/validation-* - split: test path: bng_echoMonths/test-* - config_name: california_housing data_files: - split: train path: california_housing/train-* - split: validation path: california_housing/validation-* - split: test path: california_housing/test-* - config_name: infrared data_files: - split: train path: infrared/train-* - split: validation 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-* - config_name: ltfsid data_files: - split: train path: ltfsid/train-* - split: validation path: ltfsid/validation-* - split: test path: ltfsid/test-* - config_name: music_popularity data_files: - split: train path: music_popularity/train-* - split: validation path: music_popularity/validation-* - split: test path: music_popularity/test-* - config_name: parkinsons_motor data_files: - split: train path: parkinsons_motor/train-* - split: validation path: parkinsons_motor/validation-* - split: test path: parkinsons_motor/test-* - config_name: parkinsons_total data_files: - split: train path: parkinsons_total/train-* - split: validation path: parkinsons_total/validation-* - split: test path: parkinsons_total/test-* - config_name: swCSC data_files: - split: train path: swCSC/train-* - split: validation path: swCSC/validation-* - split: test path: swCSC/test-* ---