10154763
287
Hugo Spee
54
Supervised Classification
predictive_accuracy
8876
sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.tree.tree.DecisionTreeClassifier)(1)
8080341
class_weight
null
8847
criterion
"gini"
8847
max_depth
null
8847
max_features
null
8847
max_leaf_nodes
null
8847
min_impurity_decrease
0.0
8847
min_impurity_split
null
8847
min_samples_leaf
1
8847
min_samples_split
2
8847
min_weight_fraction_leaf
0.0
8847
presort
false
8847
random_state
29777
8847
splitter
"best"
8847
memory
null
8876
copy
true
8877
fill_value
null
8877
missing_values
NaN
8877
strategy
"mean"
8877
verbose
0
8877
auto-jupyter-notebook
openml-python
Sklearn_0.20.1.
55
hepatitis
https://www.openml.org/data/download/55/dataset_55_hepatitis.arff
-1
21230115
description
https://api.openml.org/data/download/21230115/description.xml
-1
21230114
predictions
https://api.openml.org/data/download/21230114/predictions.arff
area_under_roc_curve
0.6652693089430893 [0.665269,0.665269]
average_cost
0
f_measure
0.7806451612903227 [0.46875,0.861789]
kappa
0.33053861788617894
kb_relative_information_score
34.77441162492335
mean_absolute_error
0.21935483870967742
mean_prior_absolute_error
0.3298541195808502
number_of_instances
155 [32,123]
precision
0.7806451612903226 [0.46875,0.861789]
predictive_accuracy
0.7806451612903226
prior_entropy
0.741847828975694
recall
0.7806451612903226 [0.46875,0.861789]
relative_absolute_error
0.6650056060794826
root_mean_prior_squared_error
0.40477565152564454
root_mean_squared_error
0.4683533267840396
root_relative_squared_error
1.1570689220529047
total_cost
0
area_under_roc_curve
0.7564102564102564 [0.75641,0.75641]
area_under_roc_curve
0.9230769230769231 [0.923077,0.923077]
area_under_roc_curve
0.6666666666666666 [0.666667,0.666667]
area_under_roc_curve
0.5416666666666666 [0.541667,0.541667]
area_under_roc_curve
0.7083333333333334 [0.708333,0.708333]
area_under_roc_curve
0.7083333333333334 [0.708333,0.708333]
area_under_roc_curve
0.625 [0.625,0.625]
area_under_roc_curve
0.7083333333333334 [0.708333,0.708333]
area_under_roc_curve
0.4166666666666667 [0.416667,0.416667]
area_under_roc_curve
0.625 [0.625,0.625]
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
0.8221428571428571 [0.571429,0.88]
f_measure
0.8854166666666666 [0.75,0.916667]
f_measure
0.8482142857142857 [0.5,0.928571]
f_measure
0.6714285714285715 [0.285714,0.8]
f_measure
0.8028571428571428 [0.571429,0.88]
f_measure
0.7545454545454545 [0.5,0.818182]
f_measure
0.7839999999999999 [0.4,0.88]
f_measure
0.7545454545454545 [0.5,0.818182]
f_measure
0.6400000000000001 [0,0.8]
f_measure
0.7839999999999999 [0.4,0.88]
kappa
0.45454545454545453
kappa
0.673469387755102
kappa
0.4482758620689655
kappa
0.09090909090909091
kappa
0.45454545454545453
kappa
0.33333333333333326
kappa
0.2857142857142859
kappa
0.33333333333333326
kappa
-0.1904761904761905
kappa
0.2857142857142859
kb_relative_information_score
4.588871534136488
kb_relative_information_score
8.081031201995819
kb_relative_information_score
8.08103120199582
kb_relative_information_score
0.17893755944985906
kb_relative_information_score
7.163256895168522
kb_relative_information_score
0.6378247128635092
kb_relative_information_score
4.12998438072284
kb_relative_information_score
0.637824712863507
kb_relative_information_score
-2.854334954995823
kb_relative_information_score
4.12998438072284
mean_absolute_error
0.1875
mean_absolute_error
0.125
mean_absolute_error
0.125
mean_absolute_error
0.3125
mean_absolute_error
0.1875
mean_absolute_error
0.26666666666666666
mean_absolute_error
0.2
mean_absolute_error
0.26666666666666666
mean_absolute_error
0.3333333333333333
mean_absolute_error
0.2
mean_prior_absolute_error
0.31886942675159236
mean_prior_absolute_error
0.31886942675159236
mean_prior_absolute_error
0.31886942675159236
mean_prior_absolute_error
0.35509554140127386
mean_prior_absolute_error
0.35509554140127386
mean_prior_absolute_error
0.32611464968152865
mean_prior_absolute_error
0.32611464968152865
mean_prior_absolute_error
0.32611464968152865
mean_prior_absolute_error
0.32611464968152865
mean_prior_absolute_error
0.32611464968152865
number_of_instances
16 [3,13]
number_of_instances
16 [3,13]
number_of_instances
16 [3,13]
number_of_instances
16 [4,12]
number_of_instances
16 [4,12]
number_of_instances
15 [3,12]
number_of_instances
15 [3,12]
number_of_instances
15 [3,12]
number_of_instances
15 [3,12]
number_of_instances
15 [3,12]
precision
0.8385416666666666 [0.5,0.916667]
precision
0.925 [0.6,1]
precision
0.8916666666666667 [1,0.866667]
precision
0.6602564102564104 [0.333333,0.769231]
precision
0.8012820512820512 [0.666667,0.846154]
precision
0.8 [0.4,0.9]
precision
0.7769230769230769 [0.5,0.846154]
precision
0.8 [0.4,0.9]
precision
0.6153846153846154 [0,0.769231]
precision
0.7769230769230769 [0.5,0.846154]
predictive_accuracy
0.8125
predictive_accuracy
0.875
predictive_accuracy
0.875
predictive_accuracy
0.6875
predictive_accuracy
0.8125
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.8
predictive_accuracy
0.7333333333333333
predictive_accuracy
0.6666666666666667
predictive_accuracy
0.8
prior_entropy
0.741847828975694
prior_entropy
0.741847828975694
prior_entropy
0.741847828975694
prior_entropy
0.741847828975694
prior_entropy
0.741847828975694
prior_entropy
0.741847828975694
prior_entropy
0.741847828975694
prior_entropy
0.741847828975694
prior_entropy
0.741847828975694
prior_entropy
0.741847828975694
recall
0.8125 [0.666667,0.846154]
recall
0.875 [1,0.846154]
recall
0.875 [0.333333,1]
recall
0.6875 [0.25,0.833333]
recall
0.8125 [0.5,0.916667]
recall
0.7333333333333333 [0.666667,0.75]
recall
0.8 [0.333333,0.916667]
recall
0.7333333333333333 [0.666667,0.75]
recall
0.6666666666666666 [0,0.833333]
recall
0.8 [0.333333,0.916667]
relative_absolute_error
0.5880149812734082
relative_absolute_error
0.39200998751560545
relative_absolute_error
0.39200998751560545
relative_absolute_error
0.8800448430493275
relative_absolute_error
0.5280269058295964
relative_absolute_error
0.8177083333333335
relative_absolute_error
0.61328125
relative_absolute_error
0.8177083333333335
relative_absolute_error
1.0221354166666665
relative_absolute_error
0.61328125
root_mean_prior_squared_error
0.3909713995150439
root_mean_prior_squared_error
0.3909713995150439
root_mean_prior_squared_error
0.3909713995150439
root_mean_prior_squared_error
0.4348387630932109
root_mean_prior_squared_error
0.4348387630932109
root_mean_prior_squared_error
0.40012980165027495
root_mean_prior_squared_error
0.40012980165027495
root_mean_prior_squared_error
0.40012980165027495
root_mean_prior_squared_error
0.40012980165027495
root_mean_prior_squared_error
0.40012980165027495
root_mean_squared_error
0.4330127018922193
root_mean_squared_error
0.3535533905932738
root_mean_squared_error
0.3535533905932738
root_mean_squared_error
0.5590169943749475
root_mean_squared_error
0.4330127018922193
root_mean_squared_error
0.5163977794943222
root_mean_squared_error
0.4472135954999579
root_mean_squared_error
0.5163977794943222
root_mean_squared_error
0.5773502691896257
root_mean_squared_error
0.4472135954999579
root_relative_squared_error
1.107530378000342
root_relative_squared_error
0.9042947669108713
root_relative_squared_error
0.9042947669108713
root_relative_squared_error
1.2855730487282202
root_relative_squared_error
0.9958006016114986
root_relative_squared_error
1.2905756516123459
root_relative_squared_error
1.117671299801947
root_relative_squared_error
1.2905756516123459
root_relative_squared_error
1.4429074435556455
root_relative_squared_error
1.117671299801947
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
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
0
usercpu_time_millis
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_testing
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0
usercpu_time_millis_training
0