10591574
32117
VAIBHAV JAISWAL
34539
Supervised Classification
19157
sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.linear_model._logistic.LogisticRegression)(1)
8304113
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
19157
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"}}]
19157
verbose
false
19157
C
1.0
19158
class_weight
null
19158
dual
false
19158
fit_intercept
true
19158
intercept_scaling
1
19158
l1_ratio
null
19158
max_iter
5000
19158
multi_class
"auto"
19158
n_jobs
null
19158
penalty
"l2"
19158
random_state
0
19158
solver
"lbfgs"
19158
tol
0.0001
19158
verbose
0
19158
warm_start
false
19158
openml-python
Sklearn_1.0.2.
4135
Amazon_employee_access
https://www.openml.org/data/download/1681098/phpmPOD5A
-1
22110754
description
https://api.openml.org/data/download/22110754/description.xml
-1
22110755
predictions
https://api.openml.org/data/download/22110755/predictions.arff
area_under_roc_curve
0.5247165571366964 [0.524717,0.524717]
average_cost
0
kappa
0
kb_relative_information_score
-0.10060096736457172
mean_absolute_error
0.10902238175255557
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
0.9992748802738816
root_mean_prior_squared_error
0.23353547592409915
root_mean_squared_error
0.23351420374007906
root_relative_squared_error
0.9999089124085497
total_cost
0
unweighted_recall
0.5 [0,1]
area_under_roc_curve
0.49950139814129446 [0.499501,0.499501]
area_under_roc_curve
0.5395060586122762 [0.539506,0.539506]
area_under_roc_curve
0.5171483129592689 [0.517148,0.517148]
area_under_roc_curve
0.5286038224813735 [0.528604,0.528604]
area_under_roc_curve
0.5246500605254634 [0.52465,0.52465]
area_under_roc_curve
0.5481970231701703 [0.548197,0.548197]
area_under_roc_curve
0.5132985525037083 [0.513299,0.513299]
area_under_roc_curve
0.4906262254275144 [0.490626,0.490626]
area_under_roc_curve
0.5462482737455885 [0.546248,0.546248]
area_under_roc_curve
0.5526006825002614 [0.552601,0.552601]
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
-0.09488235031227185
kb_relative_information_score
-0.10488793183938606
kb_relative_information_score
-0.11064338832594123
kb_relative_information_score
-0.09584482963972
kb_relative_information_score
-0.10458584972565811
kb_relative_information_score
-0.10130168939681904
kb_relative_information_score
-0.1050866501971759
kb_relative_information_score
-0.10245583630979754
kb_relative_information_score
-0.09212002032595629
kb_relative_information_score
-0.09417037081163349
mean_absolute_error
0.1086726555971648
mean_absolute_error
0.10886549298654306
mean_absolute_error
0.10922981555268094
mean_absolute_error
0.10902566126178968
mean_absolute_error
0.10935114894845493
mean_absolute_error
0.1089841287200511
mean_absolute_error
0.10909588751442792
mean_absolute_error
0.1091265360336848
mean_absolute_error
0.10897927326689913
mean_absolute_error
0.10889317821648152
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
0.9978109736615083
relative_absolute_error
0.9995815686855883
relative_absolute_error
1.0004482581919876
relative_absolute_error
0.9985783859076562
relative_absolute_error
1.0015595645129625
relative_absolute_error
0.9981979846515486
relative_absolute_error
0.9992215961133659
relative_absolute_error
0.9995023093742239
relative_absolute_error
0.9981535130059267
relative_absolute_error
0.9996928895614374
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
0.23305941078665335
root_mean_squared_error
0.23301106430882487
root_mean_squared_error
0.23368522795373792
root_mean_squared_error
0.23372733263119852
root_mean_squared_error
0.2337451477359662
root_mean_squared_error
0.23358407148498922
root_mean_squared_error
0.2337351289926737
root_mean_squared_error
0.23384581657899117
root_mean_squared_error
0.23361811198497906
root_mean_squared_error
0.2331286565545812
root_relative_squared_error
0.9997083117638114
root_relative_squared_error
0.9995009295535566
root_relative_squared_error
0.999913819103227
root_relative_squared_error
1.0000939804647748
root_relative_squared_error
1.0001702093715052
root_relative_squared_error
0.9994809815127675
root_relative_squared_error
1.000127340252409
root_relative_squared_error
1.0006009604642263
root_relative_squared_error
0.9996266371309983
root_relative_squared_error
0.9998621663467283
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
421.875
usercpu_time_millis
390.625
usercpu_time_millis
390.625
usercpu_time_millis
421.875
usercpu_time_millis
390.625
usercpu_time_millis
296.875
usercpu_time_millis
281.25
usercpu_time_millis
312.5
usercpu_time_millis
265.625
usercpu_time_millis
296.875
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
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_training
406.25
usercpu_time_millis_training
375
usercpu_time_millis_training
375
usercpu_time_millis_training
406.25
usercpu_time_millis_training
375
usercpu_time_millis_training
281.25
usercpu_time_millis_training
281.25
usercpu_time_millis_training
296.875
usercpu_time_millis_training
250
usercpu_time_millis_training
281.25
wall_clock_time_millis
447.74699211120605
wall_clock_time_millis
392.7731513977051
wall_clock_time_millis
394.7720527648926
wall_clock_time_millis
408.7669849395752
wall_clock_time_millis
403.76853942871094
wall_clock_time_millis
291.7821407318115
wall_clock_time_millis
288.80953788757324
wall_clock_time_millis
281.83865547180176
wall_clock_time_millis
288.85698318481445
wall_clock_time_millis
290.8287048339844
wall_clock_time_millis_testing
27.9848575592041
wall_clock_time_millis_testing
15.991687774658203
wall_clock_time_millis_testing
17.990827560424805
wall_clock_time_millis_testing
21.98624610900879
wall_clock_time_millis_testing
15.9912109375
wall_clock_time_millis_testing
13.003110885620117
wall_clock_time_millis_testing
12.991905212402344
wall_clock_time_millis_testing
11.992216110229492
wall_clock_time_millis_testing
15.010356903076172
wall_clock_time_millis_testing
16.99090003967285
wall_clock_time_millis_training
419.76213455200195
wall_clock_time_millis_training
376.7814636230469
wall_clock_time_millis_training
376.7812252044678
wall_clock_time_millis_training
386.7807388305664
wall_clock_time_millis_training
387.77732849121094
wall_clock_time_millis_training
278.7790298461914
wall_clock_time_millis_training
275.8176326751709
wall_clock_time_millis_training
269.84643936157227
wall_clock_time_millis_training
273.8466262817383
wall_clock_time_millis_training
273.8378047943115
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]