10160743
287
Hugo Spee
9
Supervised Classification
predictive_accuracy
8879
sklearn.pipeline.Pipeline(imputer=sklearn.impute.SimpleImputer,estimator=sklearn.ensemble.forest.RandomForestClassifier)(1)
8086232
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
36953
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
21242286
description
https://api.openml.org/data/download/21242286/description.xml
-1
21242285
predictions
https://api.openml.org/data/download/21242285/predictions.arff
area_under_roc_curve
0.9564769564952228 [0.0,1,0.96622,0.958523,0.937454,0.965499,0.96598]
average_cost
0
f_measure
0.8393509663999248 [0.0,1,0.857143,0.87218,0.810345,0.8,0.830189]
kappa
0.7899590163934426
kb_relative_information_score
147.01297768749518
mean_absolute_error
0.08153310104529606
mean_prior_absolute_error
0.22091907172440978
number_of_instances
205 [0,3,22,67,54,32,27]
precision
0.8433609610950287 [0.0,1,0.9,0.878788,0.758065,0.857143,0.846154]
predictive_accuracy
0.8390243902439025
prior_entropy
2.326811368739461
recall
0.8390243902439024 [0.0,1,0.818182,0.865672,0.87037,0.75,0.814815]
relative_absolute_error
0.3690632067610997
root_mean_prior_squared_error
0.33175843320586096
root_mean_squared_error
0.19149148687876
root_relative_squared_error
0.5772015650916
total_cost
0
area_under_roc_curve
0.9494283824640968 [0.0,0.0,0.796296,0.984694,0.93125,1,1]
area_under_roc_curve
0.957936507936508 [0.0,0.0,1,0.928571,0.95,1,0.972222]
area_under_roc_curve
0.9505609261248358 [0.0,1,0.986842,0.97449,0.888889,0.944444,1]
area_under_roc_curve
0.936030552571906 [0.0,1,1,0.954082,0.944444,0.805556,0.947368]
area_under_roc_curve
0.9055197517603533 [0.0,1,1,0.943878,0.844444,1,0.671053]
area_under_roc_curve
0.9882126696832578 [0.0,0.0,1,0.989011,0.98,0.980392,1]
area_under_roc_curve
0.947187028657617 [0.0,0.0,1,0.895604,0.946667,0.980392,1]
area_under_roc_curve
0.993888888888889 [0.0,0.0,0.972222,1,0.986667,1,1]
area_under_roc_curve
0.9885119047619048 [0.0,0.0,1,0.988095,0.993333,0.96875,1]
area_under_roc_curve
0.9744047619047619 [0.0,0.0,1,0.970238,0.933333,1,1]
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
0.9023431594860166 [0.0,0.0,0.8,0.933333,0.888889,1,0.857143]
f_measure
0.7506493506493507 [0.0,1,0.8,0.857143,0.727273,0.4,0.8]
f_measure
0.7414965986394557 [0.0,1,1,0.857143,0.666667,0.857143,0]
f_measure
0.9014102564102563 [0.0,0.0,1,0.923077,0.833333,0.8,1]
f_measure
0.85 [0.0,0.0,1,0.857143,0.8,0.666667,1]
f_measure
0.8922910422910423 [0.0,0.0,0.666667,0.923077,0.909091,0.857143,1]
f_measure
0.9483516483516483 [0.0,0.0,1,0.923077,1,0.857143,1]
f_measure
0.901060606060606 [0.0,0.0,1,0.909091,0.833333,0.8,1]
kappa
0.8757396449704142
kappa
0.6170212765957447
kappa
0.6938775510204082
kappa
0.6846846846846846
kappa
0.688427299703264
kappa
0.868421052631579
kappa
0.8026315789473684
kappa
0.8688524590163936
kappa
0.935064935064935
kappa
0.8713826366559486
kb_relative_information_score
15.941951995150148
kb_relative_information_score
13.600907247403393
kb_relative_information_score
14.892440598771437
kb_relative_information_score
13.220571936013537
kb_relative_information_score
14.499740624600749
kb_relative_information_score
15.57361302376802
kb_relative_information_score
13.84240908409888
kb_relative_information_score
15.22972593982732
kb_relative_information_score
15.503981220222574
kb_relative_information_score
14.707636017639263
mean_absolute_error
0.06666666666666667
mean_absolute_error
0.09251700680272108
mean_absolute_error
0.091156462585034
mean_absolute_error
0.10068027210884352
mean_absolute_error
0.09387755102040816
mean_absolute_error
0.06142857142857142
mean_absolute_error
0.08571428571428572
mean_absolute_error
0.06428571428571427
mean_absolute_error
0.07142857142857142
mean_absolute_error
0.0857142857142857
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
0.7603174603174603 [0.0,1,0.666667,0.857143,0.8,0.5,0.666667]
precision
0.7261904761904762 [0.0,1,1,0.857143,0.666667,0.75,0]
precision
0.9285714285714285 [0.0,0.0,1,1,0.714286,1,1]
precision
0.85 [0.0,0.0,1,0.857143,0.8,0.666667,1]
precision
0.9154761904761906 [0.0,0.0,1,0.857143,0.833333,1,1]
precision
0.9571428571428571 [0.0,0.0,1,0.857143,1,1,1]
precision
0.9285714285714285 [0.0,0.0,1,1,0.714286,1,1]
predictive_accuracy
0.9047619047619048
predictive_accuracy
0.7142857142857143
predictive_accuracy
0.7619047619047619
predictive_accuracy
0.7619047619047619
predictive_accuracy
0.7619047619047619
predictive_accuracy
0.9
predictive_accuracy
0.85
predictive_accuracy
0.9
predictive_accuracy
0.95
predictive_accuracy
0.9
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
0.7142857142857143 [0.0,0.0,0,0.714286,0.833333,1,0.666667]
recall
0.7619047619047619 [0.0,1,1,0.857143,0.666667,0.333333,1]
recall
0.7619047619047619 [0.0,1,1,0.714286,1,0.666667,0]
recall
0.7619047619047619 [0.0,1,1,0.857143,0.666667,1,0]
recall
0.9 [0.0,0.0,1,0.857143,1,0.666667,1]
recall
0.85 [0.0,0.0,1,0.857143,0.8,0.666667,1]
recall
0.9 [0.0,0.0,0.5,1,1,0.75,1]
recall
0.95 [0.0,0.0,1,1,1,0.75,1]
recall
0.9 [0.0,0.0,1,0.833333,1,0.666667,1]
relative_absolute_error
0.3011887503624239
relative_absolute_error
0.4218905472636816
relative_absolute_error
0.412786980528916
relative_absolute_error
0.4559139784946237
relative_absolute_error
0.42510897994768976
relative_absolute_error
0.2796319018404908
relative_absolute_error
0.39018404907975457
relative_absolute_error
0.28952959028831554
relative_absolute_error
0.3216995447647951
relative_absolute_error
0.38487140695915273
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
0.16618979396776332
root_mean_squared_error
0.21124831440779843
root_mean_squared_error
0.21028002062685353
root_mean_squared_error
0.2361827955740428
root_mean_squared_error
0.22587697572631282
root_mean_squared_error
0.148804761828569
root_mean_squared_error
0.19086270308410555
root_mean_squared_error
0.16344505411386948
root_mean_squared_error
0.15537971921347118
root_mean_squared_error
0.1788854381999832
root_relative_squared_error
0.49996936808549464
root_relative_squared_error
0.6415143193076809
root_relative_squared_error
0.6340863858421382
root_relative_squared_error
0.7121946003105555
root_relative_squared_error
0.6811180384911928
root_relative_squared_error
0.45108688567953265
root_relative_squared_error
0.5785813657346079
root_relative_squared_error
0.49018405199056664
root_relative_squared_error
0.4659955039578814
root_relative_squared_error
0.5348724594545147
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