10590856
32117
VAIBHAV JAISWAL
59
Supervised Classification
predictive_accuracy
19163
sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.naive_bayes.GaussianNB)(1)
8304081
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
19163
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"}}]
19163
verbose
false
19163
priors
null
19164
var_smoothing
1e-09
19164
openml-python
Sklearn_1.0.2.
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
22109308
description
https://api.openml.org/data/download/22109308/description.xml
-1
22109309
predictions
https://api.openml.org/data/download/22109309/predictions.arff
area_under_roc_curve
0.9944 [1,0.9916,0.9916]
average_cost
0
f_measure
0.96 [1,0.94,0.94]
kappa
0.94
kb_relative_information_score
0.9300069613957668
mean_absolute_error
0.036524802704968655
mean_prior_absolute_error
0.44444444444444337
weighted_recall
0.96 [1,0.94,0.94]
number_of_instances
150 [50,50,50]
precision
0.96 [1,0.94,0.94]
predictive_accuracy
0.96
prior_entropy
1.5849625007211599
relative_absolute_error
0.08218080608617967
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.15377521342763179
root_relative_squared_error
0.32620648857926154
total_cost
0
unweighted_recall
0.96 [1,0.94,0.94]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9866666666666667 [1,0.98,0.98]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9866666666666667 [1,0.98,0.98]
area_under_roc_curve
0.9866666666666667 [1,0.98,0.98]
area_under_roc_curve
1 [1,1,1]
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
0.9326599326599326 [1,0.909091,0.888889]
f_measure
1 [1,1,1]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
f_measure
0.861111111111111 [1,0.833333,0.75]
f_measure
0.9326599326599326 [1,0.888889,0.909091]
f_measure
1 [1,1,1]
kappa
0.9
kappa
1
kappa
1
kappa
0.9
kappa
1
kappa
0.9
kappa
1
kappa
0.8
kappa
0.9
kappa
1
kb_relative_information_score
0.9098132726069956
kb_relative_information_score
0.9834569851303744
kb_relative_information_score
0.9890364822398616
kb_relative_information_score
0.9127854978059744
kb_relative_information_score
0.9652437677424238
kb_relative_information_score
0.86752745999192
kb_relative_information_score
0.9961881538005194
kb_relative_information_score
0.8227964149374587
kb_relative_information_score
0.9049982893647953
kb_relative_information_score
0.9482232903373542
mean_absolute_error
0.04366622754903369
mean_absolute_error
0.01158149200444852
mean_absolute_error
0.0076620085971408096
mean_absolute_error
0.041573250889019746
mean_absolute_error
0.02245924369503224
mean_absolute_error
0.07040144031797674
mean_absolute_error
0.0027611068459799707
mean_absolute_error
0.08569666204989133
mean_absolute_error
0.047013986194329206
mean_absolute_error
0.032432608906834595
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
mean_prior_absolute_error
0.4444444444444446
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
number_of_instances
15 [5,5,5]
precision
0.9444444444444445 [1,0.833333,1]
precision
1 [1,1,1]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
precision
0.9047619047619048 [1,0.714286,1]
precision
0.9444444444444445 [1,1,0.833333]
precision
1 [1,1,1]
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
predictive_accuracy
0.8666666666666667
predictive_accuracy
0.9333333333333332
predictive_accuracy
1
prior_entropy
1.5849625007211567
prior_entropy
1.5849625007211567
prior_entropy
1.5849625007211567
prior_entropy
1.5849625007211567
prior_entropy
1.5849625007211567
prior_entropy
1.5849625007211567
prior_entropy
1.5849625007211567
prior_entropy
1.5849625007211567
prior_entropy
1.5849625007211567
prior_entropy
1.5849625007211567
relative_absolute_error
0.09824901198532576
relative_absolute_error
0.026058357010009157
relative_absolute_error
0.017239519343566816
relative_absolute_error
0.0935398145002944
relative_absolute_error
0.05053329831382253
relative_absolute_error
0.1584032407154476
relative_absolute_error
0.006212490403454932
relative_absolute_error
0.19281748961225542
relative_absolute_error
0.10578146893724068
relative_absolute_error
0.07297337004037782
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_prior_squared_error
0.47140452079103173
root_mean_squared_error
0.20504400577700324
root_mean_squared_error
0.031614318446130545
root_mean_squared_error
0.02624673472765983
root_mean_squared_error
0.1969843465757497
root_mean_squared_error
0.07075223557289319
root_mean_squared_error
0.18249799108761763
root_mean_squared_error
0.007769824439240079
root_mean_squared_error
0.26490677520043154
root_mean_squared_error
0.19217202717534795
root_mean_squared_error
0.0919590995733172
root_relative_squared_error
0.4349640207797178
root_relative_squared_error
0.06706409686754959
root_relative_squared_error
0.05567773232979814
root_relative_squared_error
0.4178669017539411
root_relative_squared_error
0.15008815667310255
root_relative_squared_error
0.3871367011529296
root_relative_squared_error
0.01648228664884687
root_relative_squared_error
0.5619521313794563
root_relative_squared_error
0.40765843071016206
root_relative_squared_error
0.1950747087003046
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
0.9333333333333332 [1,1,0.8]
unweighted_recall
1 [1,1,1]
unweighted_recall
1 [1,1,1]
unweighted_recall
0.9333333333333332 [1,0.8,1]
unweighted_recall
1 [1,1,1]
unweighted_recall
0.9333333333333332 [1,0.8,1]
unweighted_recall
1 [1,1,1]
unweighted_recall
0.8666666666666667 [1,1,0.6]
unweighted_recall
0.9333333333333332 [1,0.8,1]
unweighted_recall
1 [1,1,1]
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
wall_clock_time_millis
6.994724273681641
wall_clock_time_millis
9.970664978027344
wall_clock_time_millis
7.993221282958984
wall_clock_time_millis
6.994485855102539
wall_clock_time_millis
6.995201110839844
wall_clock_time_millis
7.014751434326172
wall_clock_time_millis
7.97271728515625
wall_clock_time_millis
6.9942474365234375
wall_clock_time_millis
9.971857070922852
wall_clock_time_millis
8.018016815185547
wall_clock_time_millis_testing
1.997232437133789
wall_clock_time_millis_testing
2.997159957885742
wall_clock_time_millis_testing
1.9774436950683594
wall_clock_time_millis_testing
0.9992122650146484
wall_clock_time_millis_testing
1.9991397857666016
wall_clock_time_millis_testing
1.9991397857666016
wall_clock_time_millis_testing
2.9981136322021484
wall_clock_time_millis_testing
1.9989013671875
wall_clock_time_millis_testing
2.997875213623047
wall_clock_time_millis_testing
3.021240234375
wall_clock_time_millis_training
4.997491836547852
wall_clock_time_millis_training
6.973505020141602
wall_clock_time_millis_training
6.015777587890625
wall_clock_time_millis_training
5.995273590087891
wall_clock_time_millis_training
4.996061325073242
wall_clock_time_millis_training
5.01561164855957
wall_clock_time_millis_training
4.974603652954102
wall_clock_time_millis_training
4.9953460693359375
wall_clock_time_millis_training
6.973981857299805
wall_clock_time_millis_training
4.996776580810547
weighted_recall
0.9333333333333333 [1,1,0.8]
weighted_recall
1 [1,1,1]
weighted_recall
1 [1,1,1]
weighted_recall
0.9333333333333333 [1,0.8,1]
weighted_recall
1 [1,1,1]
weighted_recall
0.9333333333333333 [1,0.8,1]
weighted_recall
1 [1,1,1]
weighted_recall
0.8666666666666667 [1,1,0.6]
weighted_recall
0.9333333333333333 [1,0.8,1]
weighted_recall
1 [1,1,1]