10437854
11484
Koralp Catalsakal
211237
Supervised Regression
predictive_accuracy
17603
Framework.custom_sklearn_pipeline.S7_Branch_Pipeline(cluster_block=Framework.building_blocks.ClusterBlock(test_set_model=sklearn.neighbors.classification.KNeighborsClassifier,training_set_model=sklearn.cluster.k_means_.KMeans),ensemble_block=Framework.building_blocks.EnsembleBlock,explainer_block=Framework.building_blocks.ExplainerBlock,processing_block=Framework.building_blocks.ProcessingBlock)(1)
8260901
nClusters
null
17596
algorithm
"auto"
17597
leaf_size
30
17597
metric
"minkowski"
17597
metric_params
null
17597
n_jobs
null
17597
n_neighbors
3
17597
p
2
17597
weights
"uniform"
17597
algorithm
"auto"
17598
copy_x
true
17598
init
"k-means++"
17598
max_iter
300
17598
n_clusters
3
17598
n_init
10
17598
n_jobs
null
17598
precompute_distances
"auto"
17598
random_state
0
17598
tol
0.0001
17598
verbose
0
17598
keyword_args
{"early_stopping_rounds": 100, "evals_result": {}, "num_boost_round": 20000, "verbose_eval": 0}
17599
model_type
"XGBoost"
17599
params
null
17599
explainer_type
"XGBoost"
17600
kwargs
null
17600
params
null
17600
openml-python
Sklearn_0.20.1.
42224
dataset-autoHorse_fixed
https://www.openml.org/data/download/21791945/dataset_autoHorse_fixed.arff
-1
21800073
description
https://api.openml.org/data/download/21800073/description.xml
-1
21800074
predictions
https://api.openml.org/data/download/21800074/predictions.arff
mean_absolute_error
2694.2924197372513
mean_prior_absolute_error
5841.188336922357
number_of_instances
201
relative_absolute_error
0.4612575839588212
root_mean_prior_squared_error
7927.272870751161
root_mean_squared_error
4452.672852385411
root_relative_squared_error
0.5616903725888133
mean_absolute_error
6617.981724330357
mean_absolute_error
1521.589404296875
mean_absolute_error
5906.482373046875
mean_absolute_error
1811.603076171875
mean_absolute_error
1569.3329345703125
mean_absolute_error
1091.748583984375
mean_absolute_error
1542.9349853515625
mean_absolute_error
1921.62177734375
mean_absolute_error
1491.772705078125
mean_absolute_error
3271.67216796875
mean_prior_absolute_error
3762.817341862118
mean_prior_absolute_error
8702.962935323381
mean_prior_absolute_error
3509.8888059701494
mean_prior_absolute_error
6508.025870646767
mean_prior_absolute_error
5021.48880597015
mean_prior_absolute_error
7251.788805970149
mean_prior_absolute_error
5489.612935323383
mean_prior_absolute_error
5007.537064676617
mean_prior_absolute_error
7972.438805970148
mean_prior_absolute_error
5289.240547263682
number_of_instances
21
number_of_instances
20
number_of_instances
20
number_of_instances
20
number_of_instances
20
number_of_instances
20
number_of_instances
20
number_of_instances
20
number_of_instances
20
number_of_instances
20
relative_absolute_error
1.7587836780446253
relative_absolute_error
0.1748357904778709
relative_absolute_error
1.6828118209899516
relative_absolute_error
0.2783644552402245
relative_absolute_error
0.3125234358193731
relative_absolute_error
0.15054886638253664
relative_absolute_error
0.28106443997598
relative_absolute_error
0.38374589194735137
relative_absolute_error
0.18711623148001003
relative_absolute_error
0.6185523495733818
root_mean_prior_squared_error
4346.888937708773
root_mean_prior_squared_error
11542.344660089839
root_mean_prior_squared_error
4379.152219977885
root_mean_prior_squared_error
9415.212702121233
root_mean_prior_squared_error
7031.402511637533
root_mean_prior_squared_error
8996.947902304537
root_mean_prior_squared_error
6968.087268998147
root_mean_prior_squared_error
6442.7536914291395
root_mean_prior_squared_error
10915.092701343463
root_mean_prior_squared_error
5575.054918638627
root_mean_squared_error
7610.300809614764
root_mean_squared_error
2392.146652374875
root_mean_squared_error
7119.622066297287
root_mean_squared_error
2476.613608619926
root_mean_squared_error
2321.380795035142
root_mean_squared_error
1574.403850912922
root_mean_squared_error
2207.8877136761
root_mean_squared_error
2954.2119164116384
root_mean_squared_error
2566.6292007730162
root_mean_squared_error
6916.609058499635
root_relative_squared_error
1.7507465496981671
root_relative_squared_error
0.20724962932758725
root_relative_squared_error
1.6257991749675336
root_relative_squared_error
0.26304382991389547
root_relative_squared_error
0.3301447742741325
root_relative_squared_error
0.1749931052184535
root_relative_squared_error
0.31685706972977445
root_relative_squared_error
0.4585324936977889
root_relative_squared_error
0.23514497503599835
root_relative_squared_error
1.2406351434092422
usercpu_time_millis
15515.625
usercpu_time_millis
10781.25
usercpu_time_millis
11187.5
usercpu_time_millis
36078.125
usercpu_time_millis
43921.875
usercpu_time_millis
12000
usercpu_time_millis
14531.25
usercpu_time_millis
14375
usercpu_time_millis
15531.25
usercpu_time_millis
16984.375
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
31.25
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
62.5
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_training
15500
usercpu_time_millis_training
10765.625
usercpu_time_millis_training
11187.5
usercpu_time_millis_training
36046.875
usercpu_time_millis_training
43906.25
usercpu_time_millis_training
11937.5
usercpu_time_millis_training
14531.25
usercpu_time_millis_training
14375
usercpu_time_millis_training
15515.625
usercpu_time_millis_training
16968.75
wall_clock_time_millis
7748.942613601685
wall_clock_time_millis
5147.027492523193
wall_clock_time_millis
6401.959657669067
wall_clock_time_millis
18771.29340171814
wall_clock_time_millis
22740.001440048218
wall_clock_time_millis
6490.000009536743
wall_clock_time_millis
6884.960889816284
wall_clock_time_millis
7334.997653961182
wall_clock_time_millis
7943.999290466309
wall_clock_time_millis
8135.000705718994
wall_clock_time_millis_training
7738.947153091431
wall_clock_time_millis_training
5135.998725891113
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
22727.00071334839
wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
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wall_clock_time_millis_training
8125.000715255737
wall_clock_time_millis_testing
9.995460510253906
wall_clock_time_millis_testing
11.028766632080078
wall_clock_time_millis_testing
9.002685546875
wall_clock_time_millis_testing
14.00136947631836
wall_clock_time_millis_testing
13.000726699829102
wall_clock_time_millis_testing
10.998249053955078
wall_clock_time_millis_testing
11.999368667602539
wall_clock_time_millis_testing
10.99848747253418
wall_clock_time_millis_testing
10.996580123901367
wall_clock_time_millis_testing
9.999990463256836