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dataset_info:
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  - config_name: abalone_xgboost_seed_290
    data_files:
      - split: train
        path: abalone_xgboost_seed_290/train-*
      - split: validation
        path: abalone_xgboost_seed_290/validation-*
      - split: test
        path: abalone_xgboost_seed_290/test-*
  - config_name: abalone_xgboost_seed_420
    data_files:
      - split: train
        path: abalone_xgboost_seed_420/train-*
      - split: validation
        path: abalone_xgboost_seed_420/validation-*
      - split: test
        path: abalone_xgboost_seed_420/test-*
  - config_name: abalone_xgboost_seed_478
    data_files:
      - split: train
        path: abalone_xgboost_seed_478/train-*
      - split: validation
        path: abalone_xgboost_seed_478/validation-*
      - split: test
        path: abalone_xgboost_seed_478/test-*
  - config_name: abalone_xgboost_seed_504
    data_files:
      - split: train
        path: abalone_xgboost_seed_504/train-*
      - split: validation
        path: abalone_xgboost_seed_504/validation-*
      - split: test
        path: abalone_xgboost_seed_504/test-*
  - config_name: auction_verification_lr
    data_files:
      - split: train
        path: auction_verification_lr/train-*
      - split: test
        path: auction_verification_lr/test-*
  - config_name: auction_verification_xgboost_seed_13
    data_files:
      - split: train
        path: auction_verification_xgboost_seed_13/train-*
      - split: validation
        path: auction_verification_xgboost_seed_13/validation-*
      - split: test
        path: auction_verification_xgboost_seed_13/test-*
  - config_name: auction_verification_xgboost_seed_290
    data_files:
      - split: train
        path: auction_verification_xgboost_seed_290/train-*
      - split: validation
        path: auction_verification_xgboost_seed_290/validation-*
      - split: test
        path: auction_verification_xgboost_seed_290/test-*
  - config_name: auction_verification_xgboost_seed_420
    data_files:
      - split: train
        path: auction_verification_xgboost_seed_420/train-*
      - split: validation
        path: auction_verification_xgboost_seed_420/validation-*
      - split: test
        path: auction_verification_xgboost_seed_420/test-*
  - config_name: auction_verification_xgboost_seed_478
    data_files:
      - split: train
        path: auction_verification_xgboost_seed_478/train-*
      - split: validation
        path: auction_verification_xgboost_seed_478/validation-*
      - split: test
        path: auction_verification_xgboost_seed_478/test-*
  - config_name: auction_verification_xgboost_seed_504
    data_files:
      - split: train
        path: auction_verification_xgboost_seed_504/train-*
      - split: validation
        path: auction_verification_xgboost_seed_504/validation-*
      - split: test
        path: auction_verification_xgboost_seed_504/test-*
  - config_name: bng_echoMonths_lr
    data_files:
      - split: train
        path: bng_echoMonths_lr/train-*
      - split: test
        path: bng_echoMonths_lr/test-*
  - config_name: bng_echoMonths_xgboost_seed_13
    data_files:
      - split: train
        path: bng_echoMonths_xgboost_seed_13/train-*
      - split: validation
        path: bng_echoMonths_xgboost_seed_13/validation-*
      - split: test
        path: bng_echoMonths_xgboost_seed_13/test-*
  - config_name: bng_echoMonths_xgboost_seed_290
    data_files:
      - split: train
        path: bng_echoMonths_xgboost_seed_290/train-*
      - split: validation
        path: bng_echoMonths_xgboost_seed_290/validation-*
      - split: test
        path: bng_echoMonths_xgboost_seed_290/test-*
  - config_name: bng_echoMonths_xgboost_seed_420
    data_files:
      - split: train
        path: bng_echoMonths_xgboost_seed_420/train-*
      - split: validation
        path: bng_echoMonths_xgboost_seed_420/validation-*
      - split: test
        path: bng_echoMonths_xgboost_seed_420/test-*
  - config_name: bng_echoMonths_xgboost_seed_478
    data_files:
      - split: train
        path: bng_echoMonths_xgboost_seed_478/train-*
      - split: validation
        path: bng_echoMonths_xgboost_seed_478/validation-*
      - split: test
        path: bng_echoMonths_xgboost_seed_478/test-*
  - config_name: bng_echoMonths_xgboost_seed_504
    data_files:
      - split: train
        path: bng_echoMonths_xgboost_seed_504/train-*
      - split: validation
        path: bng_echoMonths_xgboost_seed_504/validation-*
      - split: test
        path: bng_echoMonths_xgboost_seed_504/test-*
  - config_name: california_housing_lr
    data_files:
      - split: train
        path: california_housing_lr/train-*
      - split: test
        path: california_housing_lr/test-*
  - config_name: california_housing_xgboost_seed_13
    data_files:
      - split: train
        path: california_housing_xgboost_seed_13/train-*
      - split: validation
        path: california_housing_xgboost_seed_13/validation-*
      - split: test
        path: california_housing_xgboost_seed_13/test-*
  - config_name: california_housing_xgboost_seed_290
    data_files:
      - split: train
        path: california_housing_xgboost_seed_290/train-*
      - split: validation
        path: california_housing_xgboost_seed_290/validation-*
      - split: test
        path: california_housing_xgboost_seed_290/test-*
  - config_name: california_housing_xgboost_seed_420
    data_files:
      - split: train
        path: california_housing_xgboost_seed_420/train-*
      - split: validation
        path: california_housing_xgboost_seed_420/validation-*
      - split: test
        path: california_housing_xgboost_seed_420/test-*
  - config_name: california_housing_xgboost_seed_478
    data_files:
      - split: train
        path: california_housing_xgboost_seed_478/train-*
      - split: validation
        path: california_housing_xgboost_seed_478/validation-*
      - split: test
        path: california_housing_xgboost_seed_478/test-*
  - config_name: california_housing_xgboost_seed_504
    data_files:
      - split: train
        path: california_housing_xgboost_seed_504/train-*
      - split: validation
        path: california_housing_xgboost_seed_504/validation-*
      - split: test
        path: california_housing_xgboost_seed_504/test-*
  - config_name: infrared_lr
    data_files:
      - split: train
        path: infrared_lr/train-*
      - split: test
        path: infrared_lr/test-*
  - config_name: infrared_xgboost_seed_13
    data_files:
      - split: train
        path: infrared_xgboost_seed_13/train-*
      - split: validation
        path: infrared_xgboost_seed_13/validation-*
      - split: test
        path: infrared_xgboost_seed_13/test-*
  - config_name: infrared_xgboost_seed_290
    data_files:
      - split: train
        path: infrared_xgboost_seed_290/train-*
      - split: validation
        path: infrared_xgboost_seed_290/validation-*
      - split: test
        path: infrared_xgboost_seed_290/test-*
  - config_name: infrared_xgboost_seed_420
    data_files:
      - split: train
        path: infrared_xgboost_seed_420/train-*
      - split: validation
        path: infrared_xgboost_seed_420/validation-*
      - split: test
        path: infrared_xgboost_seed_420/test-*
  - config_name: infrared_xgboost_seed_478
    data_files:
      - split: train
        path: infrared_xgboost_seed_478/train-*
      - split: validation
        path: infrared_xgboost_seed_478/validation-*
      - split: test
        path: infrared_xgboost_seed_478/test-*
  - config_name: infrared_xgboost_seed_504
    data_files:
      - split: train
        path: infrared_xgboost_seed_504/train-*
      - split: validation
        path: infrared_xgboost_seed_504/validation-*
      - split: test
        path: infrared_xgboost_seed_504/test-*
  - config_name: life_expectancy_lr
    data_files:
      - split: train
        path: life_expectancy_lr/train-*
      - split: test
        path: life_expectancy_lr/test-*
  - config_name: life_expectancy_xgboost_seed_13
    data_files:
      - split: train
        path: life_expectancy_xgboost_seed_13/train-*
      - split: validation
        path: life_expectancy_xgboost_seed_13/validation-*
      - split: test
        path: life_expectancy_xgboost_seed_13/test-*
  - config_name: life_expectancy_xgboost_seed_290
    data_files:
      - split: train
        path: life_expectancy_xgboost_seed_290/train-*
      - split: validation
        path: life_expectancy_xgboost_seed_290/validation-*
      - split: test
        path: life_expectancy_xgboost_seed_290/test-*
  - config_name: life_expectancy_xgboost_seed_420
    data_files:
      - split: train
        path: life_expectancy_xgboost_seed_420/train-*
      - split: validation
        path: life_expectancy_xgboost_seed_420/validation-*
      - split: test
        path: life_expectancy_xgboost_seed_420/test-*
  - config_name: life_expectancy_xgboost_seed_478
    data_files:
      - split: train
        path: life_expectancy_xgboost_seed_478/train-*
      - split: validation
        path: life_expectancy_xgboost_seed_478/validation-*
      - split: test
        path: life_expectancy_xgboost_seed_478/test-*
  - config_name: life_expectancy_xgboost_seed_504
    data_files:
      - split: train
        path: life_expectancy_xgboost_seed_504/train-*
      - split: validation
        path: life_expectancy_xgboost_seed_504/validation-*
      - split: test
        path: life_expectancy_xgboost_seed_504/test-*
  - config_name: ltfsid_lr
    data_files:
      - split: train
        path: ltfsid_lr/train-*
      - split: test
        path: ltfsid_lr/test-*
  - config_name: ltfsid_xgboost_seed_13
    data_files:
      - split: train
        path: ltfsid_xgboost_seed_13/train-*
      - split: validation
        path: ltfsid_xgboost_seed_13/validation-*
      - split: test
        path: ltfsid_xgboost_seed_13/test-*
  - config_name: ltfsid_xgboost_seed_290
    data_files:
      - split: train
        path: ltfsid_xgboost_seed_290/train-*
      - split: validation
        path: ltfsid_xgboost_seed_290/validation-*
      - split: test
        path: ltfsid_xgboost_seed_290/test-*
  - config_name: ltfsid_xgboost_seed_420
    data_files:
      - split: train
        path: ltfsid_xgboost_seed_420/train-*
      - split: validation
        path: ltfsid_xgboost_seed_420/validation-*
      - split: test
        path: ltfsid_xgboost_seed_420/test-*
  - config_name: ltfsid_xgboost_seed_478
    data_files:
      - split: train
        path: ltfsid_xgboost_seed_478/train-*
      - split: validation
        path: ltfsid_xgboost_seed_478/validation-*
      - split: test
        path: ltfsid_xgboost_seed_478/test-*
  - config_name: ltfsid_xgboost_seed_504
    data_files:
      - split: train
        path: ltfsid_xgboost_seed_504/train-*
      - split: validation
        path: ltfsid_xgboost_seed_504/validation-*
      - split: test
        path: ltfsid_xgboost_seed_504/test-*
  - config_name: music_popularity_lr
    data_files:
      - split: train
        path: music_popularity_lr/train-*
      - split: test
        path: music_popularity_lr/test-*
  - config_name: music_popularity_xgboost_seed_13
    data_files:
      - split: train
        path: music_popularity_xgboost_seed_13/train-*
      - split: validation
        path: music_popularity_xgboost_seed_13/validation-*
      - split: test
        path: music_popularity_xgboost_seed_13/test-*
  - config_name: music_popularity_xgboost_seed_290
    data_files:
      - split: train
        path: music_popularity_xgboost_seed_290/train-*
      - split: validation
        path: music_popularity_xgboost_seed_290/validation-*
      - split: test
        path: music_popularity_xgboost_seed_290/test-*
  - config_name: music_popularity_xgboost_seed_420
    data_files:
      - split: train
        path: music_popularity_xgboost_seed_420/train-*
      - split: validation
        path: music_popularity_xgboost_seed_420/validation-*
      - split: test
        path: music_popularity_xgboost_seed_420/test-*
  - config_name: music_popularity_xgboost_seed_478
    data_files:
      - split: train
        path: music_popularity_xgboost_seed_478/train-*
      - split: validation
        path: music_popularity_xgboost_seed_478/validation-*
      - split: test
        path: music_popularity_xgboost_seed_478/test-*
  - config_name: music_popularity_xgboost_seed_504
    data_files:
      - split: train
        path: music_popularity_xgboost_seed_504/train-*
      - split: validation
        path: music_popularity_xgboost_seed_504/validation-*
      - split: test
        path: music_popularity_xgboost_seed_504/test-*
  - config_name: parkinsons_motor_lr
    data_files:
      - split: train
        path: parkinsons_motor_lr/train-*
      - split: test
        path: parkinsons_motor_lr/test-*
  - config_name: parkinsons_motor_xgboost_seed_13
    data_files:
      - split: train
        path: parkinsons_motor_xgboost_seed_13/train-*
      - split: validation
        path: parkinsons_motor_xgboost_seed_13/validation-*
      - split: test
        path: parkinsons_motor_xgboost_seed_13/test-*
  - config_name: parkinsons_motor_xgboost_seed_290
    data_files:
      - split: train
        path: parkinsons_motor_xgboost_seed_290/train-*
      - split: validation
        path: parkinsons_motor_xgboost_seed_290/validation-*
      - split: test
        path: parkinsons_motor_xgboost_seed_290/test-*
  - config_name: parkinsons_motor_xgboost_seed_420
    data_files:
      - split: train
        path: parkinsons_motor_xgboost_seed_420/train-*
      - split: validation
        path: parkinsons_motor_xgboost_seed_420/validation-*
      - split: test
        path: parkinsons_motor_xgboost_seed_420/test-*
  - config_name: parkinsons_motor_xgboost_seed_478
    data_files:
      - split: train
        path: parkinsons_motor_xgboost_seed_478/train-*
      - split: validation
        path: parkinsons_motor_xgboost_seed_478/validation-*
      - split: test
        path: parkinsons_motor_xgboost_seed_478/test-*
  - config_name: parkinsons_motor_xgboost_seed_504
    data_files:
      - split: train
        path: parkinsons_motor_xgboost_seed_504/train-*
      - split: validation
        path: parkinsons_motor_xgboost_seed_504/validation-*
      - split: test
        path: parkinsons_motor_xgboost_seed_504/test-*
  - config_name: parkinsons_total_lr
    data_files:
      - split: train
        path: parkinsons_total_lr/train-*
      - split: test
        path: parkinsons_total_lr/test-*
  - config_name: parkinsons_total_xgboost_seed_13
    data_files:
      - split: train
        path: parkinsons_total_xgboost_seed_13/train-*
      - split: validation
        path: parkinsons_total_xgboost_seed_13/validation-*
      - split: test
        path: parkinsons_total_xgboost_seed_13/test-*
  - config_name: parkinsons_total_xgboost_seed_290
    data_files:
      - split: train
        path: parkinsons_total_xgboost_seed_290/train-*
      - split: validation
        path: parkinsons_total_xgboost_seed_290/validation-*
      - split: test
        path: parkinsons_total_xgboost_seed_290/test-*
  - config_name: parkinsons_total_xgboost_seed_420
    data_files:
      - split: train
        path: parkinsons_total_xgboost_seed_420/train-*
      - split: validation
        path: parkinsons_total_xgboost_seed_420/validation-*
      - split: test
        path: parkinsons_total_xgboost_seed_420/test-*
  - config_name: parkinsons_total_xgboost_seed_478
    data_files:
      - split: train
        path: parkinsons_total_xgboost_seed_478/train-*
      - split: validation
        path: parkinsons_total_xgboost_seed_478/validation-*
      - split: test
        path: parkinsons_total_xgboost_seed_478/test-*
  - config_name: parkinsons_total_xgboost_seed_504
    data_files:
      - split: train
        path: parkinsons_total_xgboost_seed_504/train-*
      - split: validation
        path: parkinsons_total_xgboost_seed_504/validation-*
      - split: test
        path: parkinsons_total_xgboost_seed_504/test-*
  - config_name: swCSC_lr
    data_files:
      - split: train
        path: swCSC_lr/train-*
      - split: test
        path: swCSC_lr/test-*
  - config_name: swCSC_xgboost_seed_13
    data_files:
      - split: train
        path: swCSC_xgboost_seed_13/train-*
      - split: validation
        path: swCSC_xgboost_seed_13/validation-*
      - split: test
        path: swCSC_xgboost_seed_13/test-*
  - config_name: swCSC_xgboost_seed_290
    data_files:
      - split: train
        path: swCSC_xgboost_seed_290/train-*
      - split: validation
        path: swCSC_xgboost_seed_290/validation-*
      - split: test
        path: swCSC_xgboost_seed_290/test-*
  - config_name: swCSC_xgboost_seed_420
    data_files:
      - split: train
        path: swCSC_xgboost_seed_420/train-*
      - split: validation
        path: swCSC_xgboost_seed_420/validation-*
      - split: test
        path: swCSC_xgboost_seed_420/test-*
  - config_name: swCSC_xgboost_seed_478
    data_files:
      - split: train
        path: swCSC_xgboost_seed_478/train-*
      - split: validation
        path: swCSC_xgboost_seed_478/validation-*
      - split: test
        path: swCSC_xgboost_seed_478/test-*
  - config_name: swCSC_xgboost_seed_504
    data_files:
      - split: train
        path: swCSC_xgboost_seed_504/train-*
      - split: validation
        path: swCSC_xgboost_seed_504/validation-*
      - split: test
        path: swCSC_xgboost_seed_504/test-*

Assessors For Regression: Loss Analysis - Assessor Instance Level Results

Instance level results for assessors models trained on the AFRLA - Instance Level Results dataset.

At the moment of upload, results for XGBoost and linear regression models are available, with results from the former in 5 different seeds. Results are available for all 11 tasks described in the original dataset as well as for 6 different types of error (losses):

Loss name
Description
Formula
L1
Difference error with sign
ŷ - y
L1 +
Absolute error
|ŷ - y|
L2
Squared error with sign
(ŷ - y)2
L2 +
Squared error
(ŷ - y)2 · sgn(ŷ - y)
LL
Logistic error with sign parametrised by a value β so that the mean absolute error is 0.5
2 / (1+e-β(ŷ - y)) - 1
LL +
Absolute logistic error parametrised by a value β so that the mean absolute error is 0.5
|2 / (1+e-β(ŷ - y)) - 1|