10591069
32117
VAIBHAV JAISWAL
34539
Supervised Classification
19159
sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.linear_model._stochastic_gradient.SGDClassifier)(1)
8304405
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
19159
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"}}]
19159
verbose
false
19159
alpha
0.0001
19160
average
false
19160
class_weight
null
19160
early_stopping
false
19160
epsilon
0.1
19160
eta0
0.0
19160
fit_intercept
true
19160
l1_ratio
0.15
19160
learning_rate
"optimal"
19160
loss
"hinge"
19160
max_iter
1000
19160
n_iter_no_change
5
19160
n_jobs
null
19160
penalty
"l2"
19160
power_t
0.5
19160
random_state
29740
19160
shuffle
true
19160
tol
0.001
19160
validation_fraction
0.1
19160
verbose
0
19160
warm_start
false
19160
openml-python
Sklearn_1.0.2.
4135
Amazon_employee_access
https://www.openml.org/data/download/1681098/phpmPOD5A
-1
22109734
description
https://api.openml.org/data/download/22109734/description.xml
-1
22109735
predictions
https://api.openml.org/data/download/22109735/predictions.arff
area_under_roc_curve
0.5001016150075617 [0.500102,0.500102]
average_cost
0
f_measure
0.9139502423463249 [0.001048,0.970046]
kappa
0.0003809766593701178
kb_relative_information_score
0.23496293659931727
mean_absolute_error
0.05816472885959291
mean_prior_absolute_error
0.10910149339756714
weighted_recall
0.9418352711404071 [0.000527,0.999676]
number_of_instances
32769 [1897,30872]
precision
0.8928442834147747 [0.090909,0.942121]
predictive_accuracy
0.9418352711404071
prior_entropy
0.3190117574285477
relative_absolute_error
0.5331249559310792
root_mean_prior_squared_error
0.23353547592409915
root_mean_squared_error
0.24117364876700959
root_relative_squared_error
1.032706691832092
total_cost
0
unweighted_recall
0.5001016150075617 [0.000527,0.999676]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.4996760609005507 [0.499676,0.499676]
area_under_roc_curve
0.49919015225137675 [0.49919,0.49919]
area_under_roc_curve
0.49951409135082603 [0.499514,0.499514]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5026315789473684 [0.502632,0.502632]
area_under_roc_curve
0.5 [0.5,0.5]
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
f_measure
0.9135907365760829 [0,0.969821]
f_measure
0.913132905371097 [0,0.969335]
f_measure
0.9134381741575688 [0,0.969659]
f_measure
0.914646463072591 [0.010471,0.970297]
kappa
0
kappa
0
kappa
0
kappa
0
kappa
-0.001209374562396564
kappa
-0.002982193167638401
kappa
-0.0018057374932866925
kappa
0
kappa
0.009870077550608305
kappa
0
kb_relative_information_score
0.23934181072266164
kb_relative_information_score
0.23934181072266164
kb_relative_information_score
0.23825713081665822
kb_relative_information_score
0.23825713081665822
kb_relative_information_score
0.2302387848252534
kb_relative_information_score
0.21821126583814807
kb_relative_information_score
0.22622961182955095
kb_relative_information_score
0.23825713081665822
kb_relative_information_score
0.24226630381236003
kb_relative_information_score
0.23927900550007503
mean_absolute_error
0.05767470247177296
mean_absolute_error
0.05767470247177296
mean_absolute_error
0.05797985962770827
mean_absolute_error
0.05797985962770827
mean_absolute_error
0.05859017393957888
mean_absolute_error
0.0595056454073848
mean_absolute_error
0.05889533109551419
mean_absolute_error
0.05797985962770827
mean_absolute_error
0.05767470247177296
mean_absolute_error
0.057692307692307696
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]
precision
0.887368590243823 [0,0.941985]
precision
0.8873184818543408 [0,0.941932]
precision
0.8873518976506254 [0,0.941967]
precision
0.9456526842092908 [1,0.942308]
predictive_accuracy
0.942325297528227
predictive_accuracy
0.942325297528227
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.9414098260604211
predictive_accuracy
0.9404943545926152
predictive_accuracy
0.9411046689044857
predictive_accuracy
0.9420201403722918
predictive_accuracy
0.942325297528227
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
0.5295577872167043
relative_absolute_error
0.5295577872167043
relative_absolute_error
0.5310441044073794
relative_absolute_error
0.5310441044073794
relative_absolute_error
0.5366340423485096
relative_absolute_error
0.5450189492602051
relative_absolute_error
0.5394290113190747
relative_absolute_error
0.5310441044073794
relative_absolute_error
0.5282491354368141
relative_absolute_error
0.529643736430693
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
0.2401555797223395
root_mean_squared_error
0.2401555797223395
root_mean_squared_error
0.24079007377321074
root_mean_squared_error
0.24079007377321074
root_mean_squared_error
0.24205407234661203
root_mean_squared_error
0.2439377900354613
root_mean_squared_error
0.24268360285671176
root_mean_squared_error
0.24079007377321074
root_mean_squared_error
0.2401555797223395
root_mean_squared_error
0.2401922307076307
root_relative_squared_error
1.0301473274754733
root_relative_squared_error
1.0301473274754733
root_relative_squared_error
1.0303146860287782
root_relative_squared_error
1.0303146860287782
root_relative_squared_error
1.035723199232364
root_relative_squared_error
1.0437834235129608
root_relative_squared_error
1.038416892206061
root_relative_squared_error
1.0303146860287782
root_relative_squared_error
1.0275997546008895
root_relative_squared_error
1.030157028673811
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
0.4996760609005507 [0,0.999352]
unweighted_recall
0.49919015225137675 [0,0.99838]
unweighted_recall
0.49951409135082603 [0,0.999028]
unweighted_recall
0.5 [0,1]
unweighted_recall
0.5026315789473684 [0.005263,1]
unweighted_recall
0.5 [0,1]
usercpu_time_millis
328.125
usercpu_time_millis
312.5
usercpu_time_millis
296.875
usercpu_time_millis
312.5
usercpu_time_millis
296.875
usercpu_time_millis
296.875
usercpu_time_millis
312.5
usercpu_time_millis
296.875
usercpu_time_millis
281.25
usercpu_time_millis
312.5
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_training
312.5
usercpu_time_millis_training
296.875
usercpu_time_millis_training
281.25
usercpu_time_millis_training
296.875
usercpu_time_millis_training
281.25
usercpu_time_millis_training
296.875
usercpu_time_millis_training
296.875
usercpu_time_millis_training
281.25
usercpu_time_millis_training
281.25
usercpu_time_millis_training
296.875
wall_clock_time_millis
341.80450439453125
wall_clock_time_millis
326.8117904663086
wall_clock_time_millis
299.8511791229248
wall_clock_time_millis
317.82031059265137
wall_clock_time_millis
301.8057346343994
wall_clock_time_millis
321.8364715576172
wall_clock_time_millis
314.8162364959717
wall_clock_time_millis
288.8355255126953
wall_clock_time_millis
286.83948516845703
wall_clock_time_millis
304.80194091796875
wall_clock_time_millis_testing
13.992071151733398
wall_clock_time_millis_testing
12.96854019165039
wall_clock_time_millis_testing
13.01431655883789
wall_clock_time_millis_testing
13.993501663208008
wall_clock_time_millis_testing
15.971660614013672
wall_clock_time_millis_testing
13.011693954467773
wall_clock_time_millis_testing
12.993097305297852
wall_clock_time_millis_testing
13.991832733154297
wall_clock_time_millis_testing
11.99650764465332
wall_clock_time_millis_testing
12.993097305297852
wall_clock_time_millis_training
327.81243324279785
wall_clock_time_millis_training
313.8432502746582
wall_clock_time_millis_training
286.8368625640869
wall_clock_time_millis_training
303.82680892944336
wall_clock_time_millis_training
285.83407402038574
wall_clock_time_millis_training
308.8247776031494
wall_clock_time_millis_training
301.8231391906738
wall_clock_time_millis_training
274.843692779541
wall_clock_time_millis_training
274.8429775238037
wall_clock_time_millis_training
291.8088436126709
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
0.9414098260604211 [0,0.999352]
weighted_recall
0.9404943545926152 [0,0.99838]
weighted_recall
0.9411046689044859 [0,0.999028]
weighted_recall
0.9420201403722918 [0,1]
weighted_recall
0.942325297528227 [0.005263,1]
weighted_recall
0.9423076923076923 [0,1]