README.md

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
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-*