10127433
287
Hugo Spee
9
Supervised Classification
predictive_accuracy
8879
sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.ensemble.forest.RandomForestClassifier)(1)
8052861
bootstrap
true
8871
class_weight
null
8871
criterion
"gini"
8871
max_depth
null
8871
max_features
null
8871
max_leaf_nodes
null
8871
min_impurity_decrease
0.0
8871
min_impurity_split
null
8871
min_samples_leaf
1
8871
min_samples_split
2
8871
min_weight_fraction_leaf
0.0
8871
n_estimators
10
8871
n_jobs
null
8871
oob_score
false
8871
random_state
34907
8871
verbose
0
8871
warm_start
false
8871
copy
true
8877
fill_value
null
8877
missing_values
NaN
8877
strategy
"mean"
8877
verbose
0
8877
memory
null
8879
auto-jupyter-notebook
openml-python
Sklearn_0.20.1.
9
autos
https://www.openml.org/data/download/9/dataset_9_autos.arff
-1
21175405
description
https://api.openml.org/data/download/21175405/description.xml
-1
21175404
predictions
https://api.openml.org/data/download/21175404/predictions.arff
area_under_roc_curve
0.9629003565422796 [0.0,1,0.968455,0.960199,0.949043,0.967034,0.98377]
average_cost
0
f_measure
0.8025008964563576 [0.0,1,0.857143,0.84058,0.8,0.703704,0.763636]
kappa
0.7442694526742555
kb_relative_information_score
146.62282682644548
mean_absolute_error
0.08013937282229952
mean_prior_absolute_error
0.22091907172440978
number_of_instances
205 [0,3,22,67,54,32,27]
precision
0.8104393633071739 [0.0,1,0.9,0.816901,0.754098,0.863636,0.75]
predictive_accuracy
0.8048780487804877
prior_entropy
2.326811368739461
recall
0.8048780487804879 [0.0,1,0.818182,0.865672,0.851852,0.59375,0.777778]
relative_absolute_error
0.36275443399595253
root_mean_prior_squared_error
0.33175843320586096
root_mean_squared_error
0.19149148687876005
root_relative_squared_error
0.5772015650916003
total_cost
0
area_under_roc_curve
0.9767337490551776 [0.0,0.0,0.981481,0.969388,0.95625,1,1]
area_under_roc_curve
0.9717567728845925 [0.0,0.0,0.973684,0.94898,0.983333,1,0.972222]
area_under_roc_curve
0.9287862513426423 [0.0,1,0.973684,0.979592,0.838889,0.888889,1]
area_under_roc_curve
0.9548514142499106 [0.0,1,1,0.908163,0.994444,0.944444,0.947368]
area_under_roc_curve
0.969936746628476 [0.0,1,1,0.959184,0.955556,1,0.960526]
area_under_roc_curve
0.9961538461538462 [0.0,0.0,1,0.989011,1,1,1]
area_under_roc_curve
0.954630467571644 [0.0,0.0,1,0.93956,0.926667,1,0.960784]
area_under_roc_curve
0.968888888888889 [0.0,0.0,0.722222,1,0.986667,1,1]
area_under_roc_curve
0.9848214285714285 [0.0,0.0,1,0.970238,1,0.96875,1]
area_under_roc_curve
0.9727731092436974 [0.0,0.0,1,0.952381,0.96,0.980392,1]
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
0.9023431594860166 [0.0,0.0,0.8,0.933333,0.888889,1,0.857143]
f_measure
0.8095238095238095 [0.0,1,0.8,0.857143,0.8,0.666667,0.8]
f_measure
0.6802197802197802 [0.0,1,0.8,0.769231,0.8,0.5,0]
f_measure
0.8095238095238095 [0.0,1,1,0.857143,0.666667,1,0.5]
f_measure
0.801818181818182 [0.0,0.0,1,0.857143,0.727273,0.8,0.666667]
f_measure
0.8964285714285716 [0.0,0.0,0.666667,1,0.833333,0.857143,1]
f_measure
0.7923276723276723 [0.0,0.0,1,0.769231,0.909091,0.571429,0.8]
kappa
0.8757396449704142
kappa
0.6798780487804877
kappa
0.7572254335260116
kappa
0.6216216216216217
kappa
0.7514792899408285
kappa
0.7315436241610739
kappa
0.7350993377483445
kappa
0.869281045751634
kappa
0.738562091503268
kappa
0.673202614379085
kb_relative_information_score
15.928393769158577
kb_relative_information_score
14.06810969109567
kb_relative_information_score
14.85242471882414
kb_relative_information_score
13.935970110972466
kb_relative_information_score
16.304849025990137
kb_relative_information_score
14.417302865873669
kb_relative_information_score
13.027561787073525
kb_relative_information_score
15.476302895212287
kb_relative_information_score
14.667250608710855
kb_relative_information_score
13.944661353534268
mean_absolute_error
0.06938775510204083
mean_absolute_error
0.08299319727891157
mean_absolute_error
0.09251700680272108
mean_absolute_error
0.08979591836734693
mean_absolute_error
0.07210884353741497
mean_absolute_error
0.08142857142857143
mean_absolute_error
0.09714285714285716
mean_absolute_error
0.06
mean_absolute_error
0.07285714285714286
mean_absolute_error
0.08285714285714285
mean_prior_absolute_error
0.22134514183031703
mean_prior_absolute_error
0.21929149018097804
mean_prior_absolute_error
0.22083172891798225
mean_prior_absolute_error
0.22083172891798225
mean_prior_absolute_error
0.22083172891798225
mean_prior_absolute_error
0.2196765498652291
mean_prior_absolute_error
0.2196765498652291
mean_prior_absolute_error
0.22203504043126684
mean_prior_absolute_error
0.22203504043126684
mean_prior_absolute_error
0.2227088948787062
number_of_instances
21 [0,0,3,7,5,3,3]
number_of_instances
21 [0,0,2,7,6,3,3]
number_of_instances
21 [0,1,2,7,6,3,2]
number_of_instances
21 [0,1,2,7,6,3,2]
number_of_instances
21 [0,1,2,7,6,3,2]
number_of_instances
20 [0,0,2,7,5,3,3]
number_of_instances
20 [0,0,2,7,5,3,3]
number_of_instances
20 [0,0,2,6,5,4,3]
number_of_instances
20 [0,0,2,6,5,4,3]
number_of_instances
20 [0,0,3,6,5,3,3]
precision
0.9226190476190477 [0.0,0.0,1,0.875,1,1,0.75]
precision
0.8412698412698412 [0.0,1,0.666667,0.857143,1,0.666667,0.666667]
precision
0.7222222222222223 [0.0,1,0.666667,0.833333,0.666667,1,0]
precision
0.8095238095238095 [0.0,1,1,0.857143,0.666667,1,0.5]
precision
0.8166666666666667 [0.0,0.0,1,0.857143,0.666667,1,0.666667]
precision
0.9285714285714285 [0.0,0.0,1,1,0.714286,1,1]
precision
0.805952380952381 [0.0,0.0,1,0.714286,0.833333,0.666667,1]
predictive_accuracy
0.9047619047619048
predictive_accuracy
0.7619047619047619
predictive_accuracy
0.8095238095238095
predictive_accuracy
0.7142857142857143
predictive_accuracy
0.8095238095238095
predictive_accuracy
0.8
predictive_accuracy
0.8
predictive_accuracy
0.9
predictive_accuracy
0.8
predictive_accuracy
0.75
prior_entropy
2.326811368739461
prior_entropy
2.326811368739461
prior_entropy
2.326811368739461
prior_entropy
2.326811368739461
prior_entropy
2.326811368739461
prior_entropy
2.326811368739461
prior_entropy
2.326811368739461
prior_entropy
2.326811368739461
prior_entropy
2.326811368739461
prior_entropy
2.326811368739461
recall
0.9047619047619048 [0.0,0.0,0.666667,1,0.8,1,1]
recall
0.7619047619047619 [0.0,0.0,0,0.857143,0.833333,1,0.666667]
recall
0.8095238095238095 [0.0,1,1,0.857143,0.666667,0.666667,1]
recall
0.7142857142857143 [0.0,1,1,0.714286,1,0.333333,0]
recall
0.8095238095238095 [0.0,1,1,0.857143,0.666667,1,0.5]
recall
0.8 [0.0,0.0,1,0.857143,1,0,1]
recall
0.8 [0.0,0.0,1,0.857143,0.8,0.666667,0.666667]
recall
0.9 [0.0,0.0,0.5,1,1,0.75,1]
recall
0.8 [0.0,0.0,1,0.833333,1,0.5,0.666667]
recall
0.75 [0.0,0.0,1,0.833333,0.8,0,1]
relative_absolute_error
0.3134821687445637
relative_absolute_error
0.3784606379865379
relative_absolute_error
0.41894798023830293
relative_absolute_error
0.4066259808195292
relative_absolute_error
0.32653298459750074
relative_absolute_error
0.37067484662576694
relative_absolute_error
0.4422085889570553
relative_absolute_error
0.2702276176024279
relative_absolute_error
0.32813353566009107
relative_absolute_error
0.37204236006051433
root_mean_prior_squared_error
0.33239995202935096
root_mean_prior_squared_error
0.3292963353269754
root_mean_prior_squared_error
0.3316267709289768
root_mean_prior_squared_error
0.3316267709289768
root_mean_prior_squared_error
0.3316267709289768
root_mean_prior_squared_error
0.3298804876679233
root_mean_prior_squared_error
0.3298804876679233
root_mean_prior_squared_error
0.33343609089308945
root_mean_prior_squared_error
0.33343609089308945
root_mean_prior_squared_error
0.33444503458341845
root_mean_squared_error
0.17340134720031547
root_mean_squared_error
0.19587584572574412
root_mean_squared_error
0.2102800206268535
root_mean_squared_error
0.22345463250762032
root_mean_squared_error
0.1791894068783503
root_mean_squared_error
0.1740279123753264
root_mean_squared_error
0.20106857394573482
root_mean_squared_error
0.15675276256394516
root_mean_squared_error
0.18244372909397102
root_mean_squared_error
0.20701966780270628
root_relative_squared_error
0.5216647780532895
root_relative_squared_error
0.5948315383809202
root_relative_squared_error
0.634086385842138
root_relative_squared_error
0.6738136124585573
root_relative_squared_error
0.5403345645961936
root_relative_squared_error
0.5275483663965992
root_relative_squared_error
0.6095194516268027
root_relative_squared_error
0.47011336458537495
root_relative_squared_error
0.5471625120283349
root_relative_squared_error
0.6189945922222108
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