10591073
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)
8304407
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
49903
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
22109742
description
https://api.openml.org/data/download/22109742/description.xml
-1
22109743
predictions
https://api.openml.org/data/download/22109743/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
33203.125
usercpu_time_millis
31281.25
usercpu_time_millis
32515.625
usercpu_time_millis
34265.625
usercpu_time_millis
35281.25
usercpu_time_millis
34500
usercpu_time_millis
33203.125
usercpu_time_millis
33812.5
usercpu_time_millis
33906.25
usercpu_time_millis
30796.875
usercpu_time_millis_testing
2484.375
usercpu_time_millis_testing
2546.875
usercpu_time_millis_testing
2515.625
usercpu_time_millis_testing
2640.625
usercpu_time_millis_testing
2546.875
usercpu_time_millis_testing
2468.75
usercpu_time_millis_testing
2656.25
usercpu_time_millis_testing
2656.25
usercpu_time_millis_testing
2562.5
usercpu_time_millis_testing
2437.5
usercpu_time_millis_training
30718.75
usercpu_time_millis_training
28734.375
usercpu_time_millis_training
30000
usercpu_time_millis_training
31625
usercpu_time_millis_training
32734.375
usercpu_time_millis_training
32031.25
usercpu_time_millis_training
30546.875
usercpu_time_millis_training
31156.25
usercpu_time_millis_training
31343.75
usercpu_time_millis_training
28359.375
wall_clock_time_millis
33661.70430183411
wall_clock_time_millis
31724.820137023926
wall_clock_time_millis
33044.06023025513
wall_clock_time_millis
34878.00860404968
wall_clock_time_millis
36373.14963340759
wall_clock_time_millis
35070.8966255188
wall_clock_time_millis
33684.69262123108
wall_clock_time_millis
34403.27596664429
wall_clock_time_millis
34368.29924583435
wall_clock_time_millis
31277.093648910522
wall_clock_time_millis_testing
2547.5168228149414
wall_clock_time_millis_testing
2574.526786804199
wall_clock_time_millis_testing
2570.5254077911377
wall_clock_time_millis_testing
2644.479751586914
wall_clock_time_millis_testing
2584.540367126465
wall_clock_time_millis_testing
2509.5608234405518
wall_clock_time_millis_testing
2667.4716472625732
wall_clock_time_millis_testing
2674.4675636291504
wall_clock_time_millis_testing
2604.503870010376
wall_clock_time_millis_testing
2457.6120376586914
wall_clock_time_millis_training
31114.187479019165
wall_clock_time_millis_training
29150.293350219727
wall_clock_time_millis_training
30473.53482246399
wall_clock_time_millis_training
32233.52885246277
wall_clock_time_millis_training
33788.60926628113
wall_clock_time_millis_training
32561.335802078247
wall_clock_time_millis_training
31017.220973968506
wall_clock_time_millis_training
31728.808403015137
wall_clock_time_millis_training
31763.795375823975
wall_clock_time_millis_training
28819.48161125183
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]