10454992
12269
Marc Zöller
3735
Supervised Classification
predictive_accuracy
17803
sklearn.pipeline.Pipeline(step_0=sklearn.preprocessing._discretization.KBinsDiscretizer,step_1=sklearn.tree._classes.DecisionTreeClassifier)(1)
8266815
ccp_alpha
0.9676839726636844
17504
class_weight
null
17504
criterion
"entropy"
17504
max_depth
82
17504
max_features
0.9257389219067881
17504
max_leaf_nodes
2844
17504
min_impurity_decrease
0.16938250465534974
17504
min_impurity_split
null
17504
min_samples_leaf
0.21071484942546828
17504
min_samples_split
0.20657255446817513
17504
min_weight_fraction_leaf
0.3677726278513144
17504
presort
"deprecated"
17504
random_state
42
17504
splitter
"best"
17504
encode
"onehot"
17785
n_bins
58
17785
strategy
"uniform"
17785
memory
null
17803
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "step_0", "step_name": "step_0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "step_1", "step_name": "step_1"}}]
17803
verbose
false
17803
automl_meta_features
openml-python
Sklearn_0.22.1.
871
pollen
https://www.openml.org/data/download/53405/pollen.arff
-1
21834603
description
https://api.openml.org/data/download/21834603/description.xml
-1
21834604
predictions
https://api.openml.org/data/download/21834604/predictions.arff
area_under_roc_curve
0.4987530309775632 [0.498753,0.498753]
average_cost
0
f_measure
0.4939207271552496 [0.544423,0.443418]
kappa
-0.0020790020790020236
kb_relative_information_score
-0.0000008659927848162846
mean_absolute_error
0.5000003001735648
mean_prior_absolute_error
0.5
weighted_recall
0.498960498960499 [0.598753,0.399168]
number_of_instances
3848 [1924,1924]
precision
0.4989173737873911 [0.499133,0.498701]
predictive_accuracy
0.49896049896049893
prior_entropy
1
relative_absolute_error
1.0000006003471296
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.5000003168593994
root_relative_squared_error
1.0000006337187988
total_cost
0
unweighted_recall
0.498960498960499 [0.598753,0.399168]
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
-0.0000010819286480432024
kb_relative_information_score
-0.0000010819286480432024
kb_relative_information_score
-0.0000010819286480432024
kb_relative_information_score
-0.0000010819286480432024
kb_relative_information_score
-0.0000010819286480432024
kb_relative_information_score
-0.0000010819286480432024
kb_relative_information_score
-0.0000010819286480432024
kb_relative_information_score
-0.0000010819286480432024
kb_relative_information_score
0
kb_relative_information_score
0
mean_absolute_error
0.5000003750220303
mean_absolute_error
0.5000003750220303
mean_absolute_error
0.5000003750220303
mean_absolute_error
0.5000003750220303
mean_absolute_error
0.5000003750220348
mean_absolute_error
0.5000003750220348
mean_absolute_error
0.5000003750220348
mean_absolute_error
0.5000003750220348
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
384 [192,192]
number_of_instances
384 [192,192]
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.5
predictive_accuracy
0.5
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
relative_absolute_error
1.0000007500440606
relative_absolute_error
1.0000007500440606
relative_absolute_error
1.0000007500440606
relative_absolute_error
1.0000007500440606
relative_absolute_error
1.0000007500440695
relative_absolute_error
1.0000007500440695
relative_absolute_error
1.0000007500440695
relative_absolute_error
1.0000007500440695
relative_absolute_error
1
relative_absolute_error
1
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.5000003958684678
root_mean_squared_error
0.5000003958684678
root_mean_squared_error
0.5000003958684678
root_mean_squared_error
0.5000003958684678
root_mean_squared_error
0.5000003958684667
root_mean_squared_error
0.5000003958684667
root_mean_squared_error
0.5000003958684667
root_mean_squared_error
0.5000003958684667
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_relative_squared_error
1.0000007917369356
root_relative_squared_error
1.0000007917369356
root_relative_squared_error
1.0000007917369356
root_relative_squared_error
1.0000007917369356
root_relative_squared_error
1.0000007917369333
root_relative_squared_error
1.0000007917369333
root_relative_squared_error
1.0000007917369333
root_relative_squared_error
1.0000007917369333
root_relative_squared_error
1
root_relative_squared_error
1
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 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
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 [1,0]
unweighted_recall
0.5 [1,0]
usercpu_time_millis
15.625
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
usercpu_time_millis
15.625
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
0
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
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
usercpu_time_millis_training
15.625
wall_clock_time_millis
10.871410369873047
wall_clock_time_millis
6.22105598449707
wall_clock_time_millis
5.843162536621094
wall_clock_time_millis
5.9566497802734375
wall_clock_time_millis
5.966901779174805
wall_clock_time_millis
5.826234817504883
wall_clock_time_millis
5.760669708251953
wall_clock_time_millis
5.717277526855469
wall_clock_time_millis
5.655527114868164
wall_clock_time_millis
6.09278678894043
wall_clock_time_millis_testing
1.424551010131836
wall_clock_time_millis_testing
1.0602474212646484
wall_clock_time_millis_testing
1.1186599731445312
wall_clock_time_millis_testing
1.1129379272460938
wall_clock_time_millis_testing
1.0678768157958984
wall_clock_time_millis_testing
1.1212825775146484
wall_clock_time_millis_testing
1.1188983917236328
wall_clock_time_millis_testing
1.0268688201904297
wall_clock_time_millis_testing
1.1510848999023438
wall_clock_time_millis_testing
1.0745525360107422
wall_clock_time_millis_training
9.446859359741211
wall_clock_time_millis_training
5.160808563232422
wall_clock_time_millis_training
4.7245025634765625
wall_clock_time_millis_training
4.843711853027344
wall_clock_time_millis_training
4.899024963378906
wall_clock_time_millis_training
4.704952239990234
wall_clock_time_millis_training
4.64177131652832
wall_clock_time_millis_training
4.690408706665039
wall_clock_time_millis_training
4.50444221496582
wall_clock_time_millis_training
5.0182342529296875
weighted_recall
0.4987012987012987 [1,0]
weighted_recall
0.4987012987012987 [1,0]
weighted_recall
0.4987012987012987 [1,0]
weighted_recall
0.4987012987012987 [1,0]
weighted_recall
0.4987012987012987 [0,1]
weighted_recall
0.4987012987012987 [0,1]
weighted_recall
0.4987012987012987 [0,1]
weighted_recall
0.4987012987012987 [0,1]
weighted_recall
0.5 [1,0]
weighted_recall
0.5 [1,0]