Datasets:
metadata
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
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-*