10591305
32117
VAIBHAV JAISWAL
59
Supervised Classification
predictive_accuracy
19168
sklearn.pipeline.Pipeline(numerical=sklearn.pipeline.Pipeline(Imputer=sklearn.impute._base.SimpleImputer,scaler=sklearn.preprocessing._data.StandardScaler),model=sklearn.ensemble._weight_boosting.AdaBoostClassifier)(1)
8304106
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
19168
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"}}]
19168
verbose
false
19168
algorithm
"SAMME.R"
19169
base_estimator
null
19169
learning_rate
1.0
19169
n_estimators
50
19169
random_state
0
19169
openml-python
Sklearn_1.0.2.
61
iris
https://www.openml.org/data/download/61/dataset_61_iris.arff
-1
22110216
description
https://api.openml.org/data/download/22110216/description.xml
-1
22110217
predictions
https://api.openml.org/data/download/22110217/predictions.arff
area_under_roc_curve
0.9889333333333333 [1,0.9834,0.9834]
average_cost
0
f_measure
0.9532912954992827 [1,0.932039,0.927835]
kappa
0.93
kb_relative_information_score
0.9159732010187378
mean_absolute_error
0.04463076740425861
mean_prior_absolute_error
0.44444444444444337
weighted_recall
0.9533333333333334 [1,0.96,0.9]
number_of_instances
150 [50,50,50]
precision
0.9543690619563764 [1,0.90566,0.957447]
predictive_accuracy
0.9533333333333333
prior_entropy
1.5849625007211599
relative_absolute_error
0.10041922665958213
root_mean_prior_squared_error
0.4714045207910311
root_mean_squared_error
0.15915954788696535
root_relative_squared_error
0.3376283868043751
total_cost
0
unweighted_recall
0.9533333333333333 [1,0.96,0.9]
area_under_roc_curve
0.9666666666666667 [1,0.95,0.95]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
1 [1,1,1]
area_under_roc_curve
0.9666666666666667 [1,0.95,0.95]
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
0.9666666666666667 [1,0.95,0.95]
area_under_roc_curve
0.98 [1,0.97,0.97]
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 [1,0.909091,0.888889]
f_measure
1 [1,1,1]
f_measure
0.861111111111111 [1,0.833333,0.75]
f_measure
0.8666666666666667 [1,0.8,0.8]
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
0.8
kappa
1
kb_relative_information_score
0.8962913834952211
kb_relative_information_score
0.9860707876700208
kb_relative_information_score
0.9860707876700208
kb_relative_information_score
0.8981355482652821
kb_relative_information_score
0.9511137502536687
kb_relative_information_score
0.7989153868910663
kb_relative_information_score
0.9860707876700208
kb_relative_information_score
0.8526332905969164
kb_relative_information_score
0.8533165374215161
kb_relative_information_score
0.9511137502536687
mean_absolute_error
0.05343780340894102
mean_absolute_error
0.010085621880798949
mean_absolute_error
0.010085621880798949
mean_absolute_error
0.052118734500280935
mean_absolute_error
0.02911788433032314
mean_absolute_error
0.10293073354333539
mean_absolute_error
0.010085621880798949
mean_absolute_error
0.07507029314223806
mean_absolute_error
0.07425747514474725
mean_absolute_error
0.02911788433032314
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 [1,0.833333,1]
precision
1 [1,1,1]
precision
0.9047619047619048 [1,0.714286,1]
precision
0.8666666666666667 [1,0.8,0.8]
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
0.8666666666666667
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
0.12023505767011726
relative_absolute_error
0.022692649231797632
relative_absolute_error
0.022692649231797632
relative_absolute_error
0.11726715262563207
relative_absolute_error
0.06551523974322705
relative_absolute_error
0.23159415047250456
relative_absolute_error
0.022692649231797632
relative_absolute_error
0.16890815957003558
relative_absolute_error
0.16707931907568124
relative_absolute_error
0.06551523974322705
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
0.2062888348774394
root_mean_squared_error
0.015131623580400988
root_mean_squared_error
0.015131623580400988
root_mean_squared_error
0.20651497176045347
root_mean_squared_error
0.09601781323261734
root_mean_squared_error
0.23232175666386884
root_mean_squared_error
0.015131623580400988
root_mean_squared_error
0.23588682243416806
root_mean_squared_error
0.19842471935109487
root_mean_squared_error
0.09601781323261734
root_relative_squared_error
0.4376047020747281
root_relative_squared_error
0.032099020932191406
root_relative_squared_error
0.032099020932191406
root_relative_squared_error
0.438084410845095
root_relative_squared_error
0.20368454055446136
root_relative_squared_error
0.49282886866257786
root_relative_squared_error
0.032099020932191406
root_relative_squared_error
0.5003915152072418
root_relative_squared_error
0.4209223938245902
root_relative_squared_error
0.20368454055446136
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 [1,1,0.8]
unweighted_recall
1 [1,1,1]
unweighted_recall
0.8666666666666667 [1,1,0.6]
unweighted_recall
0.8666666666666667 [1,0.8,0.8]
unweighted_recall
1 [1,1,1]
usercpu_time_millis
93.75
usercpu_time_millis
156.25
usercpu_time_millis
109.375
usercpu_time_millis
109.375
usercpu_time_millis
125
usercpu_time_millis
125
usercpu_time_millis
109.375
usercpu_time_millis
109.375
usercpu_time_millis
109.375
usercpu_time_millis
125
usercpu_time_millis_testing
0
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
31.25
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_training
93.75
usercpu_time_millis_training
140.625
usercpu_time_millis_training
109.375
usercpu_time_millis_training
93.75
usercpu_time_millis_training
109.375
usercpu_time_millis_training
93.75
usercpu_time_millis_training
93.75
usercpu_time_millis_training
93.75
usercpu_time_millis_training
93.75
usercpu_time_millis_training
109.375
wall_clock_time_millis
104.96282577514648
wall_clock_time_millis
163.88726234436035
wall_clock_time_millis
111.93537712097168
wall_clock_time_millis
107.9404354095459
wall_clock_time_millis
109.93266105651855
wall_clock_time_millis
117.91038513183594
wall_clock_time_millis
106.96029663085938
wall_clock_time_millis
109.9555492401123
wall_clock_time_millis
106.95528984069824
wall_clock_time_millis
118.90697479248047
wall_clock_time_millis_testing
9.994268417358398
wall_clock_time_millis_testing
17.993450164794922
wall_clock_time_millis_testing
10.994434356689453
wall_clock_time_millis_testing
12.971878051757812
wall_clock_time_millis_testing
13.991117477416992
wall_clock_time_millis_testing
19.9892520904541
wall_clock_time_millis_testing
10.012149810791016
wall_clock_time_millis_testing
14.01376724243164
wall_clock_time_millis_testing
12.012243270874023
wall_clock_time_millis_testing
10.970115661621094
wall_clock_time_millis_training
94.96855735778809
wall_clock_time_millis_training
145.89381217956543
wall_clock_time_millis_training
100.94094276428223
wall_clock_time_millis_training
94.96855735778809
wall_clock_time_millis_training
95.94154357910156
wall_clock_time_millis_training
97.92113304138184
wall_clock_time_millis_training
96.94814682006836
wall_clock_time_millis_training
95.94178199768066
wall_clock_time_millis_training
94.94304656982422
wall_clock_time_millis_training
107.93685913085938
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 [1,1,0.8]
weighted_recall
1 [1,1,1]
weighted_recall
0.8666666666666667 [1,1,0.6]
weighted_recall
0.8666666666666667 [1,0.8,0.8]
weighted_recall
1 [1,1,1]