10591543
32117
VAIBHAV JAISWAL
34539
Supervised Classification
19165
sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.svm._classes.SVC)(1)
8304104
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
19165
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"}}]
19165
verbose
false
19165
C
1.0
19166
break_ties
false
19166
cache_size
200
19166
class_weight
null
19166
coef0
0.0
19166
decision_function_shape
"ovr"
19166
degree
3
19166
gamma
"scale"
19166
kernel
"rbf"
19166
max_iter
-1
19166
probability
false
19166
random_state
0
19166
shrinking
true
19166
tol
0.001
19166
verbose
false
19166
openml-python
Sklearn_1.0.2.
4135
Amazon_employee_access
https://www.openml.org/data/download/1681098/phpmPOD5A
-1
22110692
description
https://api.openml.org/data/download/22110692/description.xml
-1
22110693
predictions
https://api.openml.org/data/download/22110693/predictions.arff
area_under_roc_curve
0.5 [0.5,0.5]
average_cost
0
kappa
0
kb_relative_information_score
0.23857538863005534
mean_absolute_error
0.05789007903811529
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
0.530607576810733
root_mean_prior_squared_error
0.23353547592409915
root_mean_squared_error
0.24060357237188998
root_relative_squared_error
1.0302656220423145
total_cost
0
unweighted_recall
0.5 [0,1]
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
0.5 [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
0.5 [0.5,0.5]
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
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0
kb_relative_information_score
0.23934181072266164
kb_relative_information_score
0.23934181072266164
kb_relative_information_score
0.23825713081665822
kb_relative_information_score
0.23825713081665822
kb_relative_information_score
0.23825713081665822
kb_relative_information_score
0.23825713081665822
kb_relative_information_score
0.23825713081665822
kb_relative_information_score
0.23825713081665822
kb_relative_information_score
0.23825713081665822
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
0.05797985962770827
mean_absolute_error
0.05797985962770827
mean_absolute_error
0.05797985962770827
mean_absolute_error
0.05797985962770827
mean_absolute_error
0.05797985962770827
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]
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
0.5295577872167043
relative_absolute_error
0.5295577872167043
relative_absolute_error
0.5310441044073794
relative_absolute_error
0.5310441044073794
relative_absolute_error
0.5310441044073794
relative_absolute_error
0.5310441044073794
relative_absolute_error
0.5310441044073794
relative_absolute_error
0.5310441044073794
relative_absolute_error
0.5310441044073794
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
0.24079007377321074
root_mean_squared_error
0.24079007377321074
root_mean_squared_error
0.24079007377321074
root_mean_squared_error
0.24079007377321074
root_mean_squared_error
0.24079007377321074
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
1.0303146860287782
root_relative_squared_error
1.0303146860287782
root_relative_squared_error
1.0303146860287782
root_relative_squared_error
1.0303146860287782
root_relative_squared_error
1.0303146860287782
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
0.5 [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
33312.5
usercpu_time_millis
30765.625
usercpu_time_millis
35328.125
usercpu_time_millis
34890.625
usercpu_time_millis
34500
usercpu_time_millis
34921.875
usercpu_time_millis
33593.75
usercpu_time_millis
33453.125
usercpu_time_millis
35156.25
usercpu_time_millis
31437.5
usercpu_time_millis_testing
2609.375
usercpu_time_millis_testing
2500
usercpu_time_millis_testing
2593.75
usercpu_time_millis_testing
2531.25
usercpu_time_millis_testing
2625
usercpu_time_millis_testing
2578.125
usercpu_time_millis_testing
2562.5
usercpu_time_millis_testing
3000
usercpu_time_millis_testing
2531.25
usercpu_time_millis_testing
2484.375
usercpu_time_millis_training
30703.125
usercpu_time_millis_training
28265.625
usercpu_time_millis_training
32734.375
usercpu_time_millis_training
32359.375
usercpu_time_millis_training
31875
usercpu_time_millis_training
32343.75
usercpu_time_millis_training
31031.25
usercpu_time_millis_training
30453.125
usercpu_time_millis_training
32625
usercpu_time_millis_training
28953.125
wall_clock_time_millis
33555.74321746826
wall_clock_time_millis
31029.213190078735
wall_clock_time_millis
35964.406967163086
wall_clock_time_millis
35136.881828308105
wall_clock_time_millis
34860.04090309143
wall_clock_time_millis
35218.79005432129
wall_clock_time_millis
33832.584381103516
wall_clock_time_millis
33782.63330459595
wall_clock_time_millis
35519.641399383545
wall_clock_time_millis
31662.854433059692
wall_clock_time_millis_testing
2624.4966983795166
wall_clock_time_millis_testing
2515.5603885650635
wall_clock_time_millis_testing
2609.5025539398193
wall_clock_time_millis_testing
2531.5706729888916
wall_clock_time_millis_testing
2650.4807472229004
wall_clock_time_millis_testing
2580.519676208496
wall_clock_time_millis_testing
2590.5141830444336
wall_clock_time_millis_testing
3054.2263984680176
wall_clock_time_millis_testing
2582.495927810669
wall_clock_time_millis_testing
2486.5546226501465
wall_clock_time_millis_training
30931.246519088745
wall_clock_time_millis_training
28513.652801513672
wall_clock_time_millis_training
33354.90441322327
wall_clock_time_millis_training
32605.311155319214
wall_clock_time_millis_training
32209.56015586853
wall_clock_time_millis_training
32638.270378112793
wall_clock_time_millis_training
31242.070198059082
wall_clock_time_millis_training
30728.40690612793
wall_clock_time_millis_training
32937.145471572876
wall_clock_time_millis_training
29176.299810409546
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]