10591545
32117
VAIBHAV JAISWAL
34539
Supervised Classification
19168
sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.ensemble._weight_boosting.AdaBoostClassifier)(1)
8304106
Python_3.7.7. Sklearn_1.0.2. NumPy_1.21.6. SciPy_1.7.3.
copy
true
19075
with_mean
true
19075
with_std
true
19075
add_indicator
false
19084
copy
true
19084
fill_value
null
19084
missing_values
NaN
19084
strategy
"mean"
19084
verbose
0
19084
memory
null
19156
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "Imputer", "step_name": "Imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "scaler", "step_name": "scaler"}}]
19156
verbose
false
19156
memory
null
19168
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numerical", "step_name": "numerical"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "model", "step_name": "model"}}]
19168
verbose
false
19168
algorithm
"SAMME.R"
19169
base_estimator
null
19169
learning_rate
1.0
19169
n_estimators
50
19169
random_state
0
19169
openml-python
Sklearn_1.0.2.
4135
Amazon_employee_access
https://www.openml.org/data/download/1681098/phpmPOD5A
-1
22110696
description
https://api.openml.org/data/download/22110696/description.xml
-1
22110697
predictions
https://api.openml.org/data/download/22110697/predictions.arff
area_under_roc_curve
0.6997828314315794 [0.699783,0.699783]
average_cost
0
kappa
0
kb_relative_information_score
-8.483513832609423
mean_absolute_error
0.48541015332588083
mean_prior_absolute_error
0.10910149339756714
weighted_recall
0.9421099209618847 [0,1]
number_of_instances
32769 [1897,30872]
predictive_accuracy
0.9421099209618847
prior_entropy
0.3190117574285477
relative_absolute_error
4.449161402007949
root_mean_prior_squared_error
0.23353547592409915
root_mean_squared_error
0.48563158190584693
root_relative_squared_error
2.0794767047028047
total_cost
0
unweighted_recall
0.5 [0,1]
area_under_roc_curve
0.6951023932889218 [0.695102,0.695102]
area_under_roc_curve
0.7027570455355431 [0.702757,0.702757]
area_under_roc_curve
0.7230414471553033 [0.723041,0.723041]
area_under_roc_curve
0.6927991748077678 [0.692799,0.692799]
area_under_roc_curve
0.6824834194329362 [0.682483,0.682483]
area_under_roc_curve
0.6844577429969482 [0.684458,0.684458]
area_under_roc_curve
0.7034286396262766 [0.703429,0.703429]
area_under_roc_curve
0.7053552247966857 [0.705355,0.705355]
area_under_roc_curve
0.7017134673418239 [0.701713,0.701713]
area_under_roc_curve
0.7085867856842913 [0.708587,0.708587]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
-8.513052980275873
kb_relative_information_score
-8.503900575491866
kb_relative_information_score
-8.474184784300508
kb_relative_information_score
-8.481903497828874
kb_relative_information_score
-8.472129309345554
kb_relative_information_score
-8.469739338220476
kb_relative_information_score
-8.469008947813354
kb_relative_information_score
-8.470884281379798
kb_relative_information_score
-8.475266677417814
kb_relative_information_score
-8.505345615350995
mean_absolute_error
0.4855905597701347
mean_absolute_error
0.4848021517710786
mean_absolute_error
0.4856127636071277
mean_absolute_error
0.4862416207549038
mean_absolute_error
0.4854101266361233
mean_absolute_error
0.48519532787775127
mean_absolute_error
0.48512907751870654
mean_absolute_error
0.485311844915504
mean_absolute_error
0.48568297307610714
mean_absolute_error
0.4851250003149291
mean_prior_absolute_error
0.10891106478653569
mean_prior_absolute_error
0.10891106478653569
mean_prior_absolute_error
0.10918087433135354
mean_prior_absolute_error
0.10918087433135354
mean_prior_absolute_error
0.10918087433135354
mean_prior_absolute_error
0.10918087433135354
mean_prior_absolute_error
0.10918087433135354
mean_prior_absolute_error
0.10918087433135354
mean_prior_absolute_error
0.10918087433135354
mean_prior_absolute_error
0.10892663072181365
number_of_instances
3277 [189,3088]
number_of_instances
3277 [189,3088]
number_of_instances
3277 [190,3087]
number_of_instances
3277 [190,3087]
number_of_instances
3277 [190,3087]
number_of_instances
3277 [190,3087]
number_of_instances
3277 [190,3087]
number_of_instances
3277 [190,3087]
number_of_instances
3277 [190,3087]
number_of_instances
3276 [189,3087]
predictive_accuracy
0.942325297528227
predictive_accuracy
0.942325297528227
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9423076923076923
prior_entropy
0.31814512654009053
prior_entropy
0.31814512654009053
prior_entropy
0.3193730160067579
prior_entropy
0.3193730160067579
prior_entropy
0.3193730160067579
prior_entropy
0.3193730160067579
prior_entropy
0.3193730160067579
prior_entropy
0.3193730160067579
prior_entropy
0.3193730160067579
prior_entropy
0.3182159663170137
relative_absolute_error
4.458597119786553
relative_absolute_error
4.451358112431319
relative_absolute_error
4.44778232983681
relative_absolute_error
4.453542103713209
relative_absolute_error
4.445926354857261
relative_absolute_error
4.4439589886890785
relative_absolute_error
4.443352194143327
relative_absolute_error
4.445026181441164
relative_absolute_error
4.448425386319088
relative_absolute_error
4.453685908580829
root_mean_prior_squared_error
0.2331274113100656
root_mean_prior_squared_error
0.2331274113100656
root_mean_prior_squared_error
0.23370536889200969
root_mean_prior_squared_error
0.23370536889200969
root_mean_prior_squared_error
0.23370536889200969
root_mean_prior_squared_error
0.23370536889200969
root_mean_prior_squared_error
0.23370536889200969
root_mean_prior_squared_error
0.23370536889200969
root_mean_prior_squared_error
0.23370536889200969
root_mean_prior_squared_error
0.23316079395861228
root_mean_squared_error
0.4857666128256197
root_mean_squared_error
0.48512273615147633
root_mean_squared_error
0.48581996819577716
root_mean_squared_error
0.4862984600932835
root_mean_squared_error
0.48565571603714625
root_mean_squared_error
0.4854497259048777
root_mean_squared_error
0.4853925601846336
root_mean_squared_error
0.48556042645744485
root_mean_squared_error
0.48585698791672777
root_mean_squared_error
0.48539156197447275
root_relative_squared_error
2.083695821507396
root_relative_squared_error
2.080933912598765
root_relative_squared_error
2.078771106111235
root_relative_squared_error
2.080818521195342
root_relative_squared_error
2.0780682888870965
root_relative_squared_error
2.077186879387413
root_relative_squared_error
2.0769422734525333
root_relative_squared_error
2.07766055508041
root_relative_squared_error
2.0789295094937765
root_relative_squared_error
2.081788939441651
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5 [0,1]
usercpu_time_millis
3343.75
usercpu_time_millis
3328.125
usercpu_time_millis
3375
usercpu_time_millis
3312.5
usercpu_time_millis
3312.5
usercpu_time_millis
3343.75
usercpu_time_millis
4046.875
usercpu_time_millis
3359.375
usercpu_time_millis
3359.375
usercpu_time_millis
3312.5
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
46.875
usercpu_time_millis_testing
62.5
usercpu_time_millis_training
3296.875
usercpu_time_millis_training
3281.25
usercpu_time_millis_training
3328.125
usercpu_time_millis_training
3265.625
usercpu_time_millis_training
3265.625
usercpu_time_millis_training
3296.875
usercpu_time_millis_training
4000
usercpu_time_millis_training
3312.5
usercpu_time_millis_training
3312.5
usercpu_time_millis_training
3250
wall_clock_time_millis
3377.082347869873
wall_clock_time_millis
3426.034450531006
wall_clock_time_millis
3422.01828956604
wall_clock_time_millis
3330.0838470458984
wall_clock_time_millis
3343.0848121643066
wall_clock_time_millis
3371.0639476776123
wall_clock_time_millis
4197.593927383423
wall_clock_time_millis
3385.056734085083
wall_clock_time_millis
3397.0320224761963
wall_clock_time_millis
3299.110174179077
wall_clock_time_millis_testing
46.99230194091797
wall_clock_time_millis_testing
47.953128814697266
wall_clock_time_millis_testing
49.97086524963379
wall_clock_time_millis_testing
48.97165298461914
wall_clock_time_millis_testing
44.976234436035156
wall_clock_time_millis_testing
44.974327087402344
wall_clock_time_millis_testing
44.97075080871582
wall_clock_time_millis_testing
46.97608947753906
wall_clock_time_millis_testing
47.97196388244629
wall_clock_time_millis_testing
48.97499084472656
wall_clock_time_millis_training
3330.090045928955
wall_clock_time_millis_training
3378.0813217163086
wall_clock_time_millis_training
3372.0474243164062
wall_clock_time_millis_training
3281.1121940612793
wall_clock_time_millis_training
3298.1085777282715
wall_clock_time_millis_training
3326.08962059021
wall_clock_time_millis_training
4152.623176574707
wall_clock_time_millis_training
3338.080644607544
wall_clock_time_millis_training
3349.06005859375
wall_clock_time_millis_training
3250.1351833343506
weighted_recall
0.942325297528227 [0,1]
weighted_recall
0.942325297528227 [0,1]
weighted_recall
0.9420201403722918 [0,1]
weighted_recall
0.9420201403722918 [0,1]
weighted_recall
0.9420201403722918 [0,1]
weighted_recall
0.9420201403722918 [0,1]
weighted_recall
0.9420201403722918 [0,1]
weighted_recall
0.9420201403722918 [0,1]
weighted_recall
0.9420201403722918 [0,1]
weighted_recall
0.9423076923076923 [0,1]