5992511
1
Jan van Rijn
14967
Supervised Classification
6970
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.weight_boosting.AdaBoostClassifier(base_estimator=sklearn.tree.tree.DecisionTreeClassifier))(1)
4027244
class_weight
null
6941
criterion
"gini"
6941
max_depth
9
6941
max_features
null
6941
max_leaf_nodes
null
6941
min_impurity_split
1e-07
6941
min_samples_leaf
1
6941
min_samples_split
2
6941
min_weight_fraction_leaf
0.0
6941
presort
false
6941
random_state
8010
6941
splitter
"best"
6941
axis
0
6947
categorical_features
[0, 1]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"most_frequent"
6947
strategy_nominal
"most_frequent"
6947
verbose
0
6947
categorical_features
[0, 1]
6948
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
6948
handle_unknown
"ignore"
6948
n_values
"auto"
6948
sparse
false
6948
threshold
0.0
6949
algorithm
"SAMME.R"
6971
learning_rate
0.44703648809030533
6971
n_estimators
217
6971
random_state
3362
6971
openml-pimp
openml-python
Sklearn_0.18.1.
study_71
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
12908286
description
https://api.openml.org/data/download/12908286/description.xml
-1
12908287
predictions
https://api.openml.org/data/download/12908287/predictions.arff
area_under_roc_curve
0.9996837868801214 [1,0.999496,0.999869,1,1,0.997727]
average_cost
0
f_measure
0.9971317397008981 [1,0.997067,0.995608,1,0.998791,0.987109]
kappa
0.9965035085278564
kb_relative_information_score
2659.437604587631
mean_absolute_error
0.025987692086252498
mean_prior_absolute_error
0.27287997162595995
number_of_instances
2796 [576,341,680,511,414,274]
precision
0.997150890834591 [1,0.997067,0.991254,1,1,0.996283]
predictive_accuracy
0.9971387696709586
prior_entropy
2.5206634795042744
recall
0.9971387696709585 [1,0.997067,1,1,0.997585,0.978102]
relative_absolute_error
0.09523488269001346
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.05525162670738829
root_relative_squared_error
0.14958311815197542
total_cost
0
area_under_roc_curve
0.9997422239335986 [1,1,0.999931,1,1,0.997591]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
0.9973861763790779 [1,0.999417,1,1,1,0.97365]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
1 [1,1,1,1,1,1]
area_under_roc_curve
0.9994595209648972 [1,1,1,1,1,0.994415]
area_under_roc_curve
1 [1,1,1,1,1,1]
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
0.9890981015726504 [1,1,0.978417,1,1,0.943396]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
0.9964324054903764 [1,0.985507,1,1,0.987654,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
0.9892105160357827 [1,0.985507,0.985507,1,1,0.943396]
f_measure
1 [1,1,1,1,1,1]
f_measure
1 [1,1,1,1,1,1]
f_measure
0.9963950382536645 [1,1,0.992701,1,1,0.981132]
f_measure
1 [1,1,1,1,1,1]
kappa
0.9868893397846106
kappa
1
kappa
1
kappa
0.9956384254715953
kappa
1
kappa
0.9868958846837853
kappa
1
kappa
1
kappa
0.9956185121786517
kappa
1
kb_relative_information_score
266.0973035542104
kb_relative_information_score
265.8788808451446
kb_relative_information_score
267.0742656927816
kb_relative_information_score
264.52503501881915
kb_relative_information_score
266.0040870728159
kb_relative_information_score
266.6943635176747
kb_relative_information_score
265.1527953418731
kb_relative_information_score
262.3398778687079
kb_relative_information_score
269.81975701548913
kb_relative_information_score
265.85123866010906
mean_absolute_error
0.02457443599114809
mean_absolute_error
0.028098662272715798
mean_absolute_error
0.025716520226364566
mean_absolute_error
0.030119394619858658
mean_absolute_error
0.02706628309855826
mean_absolute_error
0.021612663110969113
mean_absolute_error
0.02728957321204546
mean_absolute_error
0.032718739708049206
mean_absolute_error
0.016737236858201388
mean_absolute_error
0.025938889159588308
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272804289453111
mean_prior_absolute_error
0.27287651677373237
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,52,41,27]
number_of_instances
280 [58,35,68,51,41,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
precision
0.989738430583501 [1,1,0.957746,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
0.9965306122448979 [1,0.971429,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
0.9893524332810048 [1,1,0.971429,1,1,0.961538]
precision
1 [1,1,1,1,1,1]
precision
1 [1,1,1,1,1,1]
precision
0.9964677159628071 [1,1,0.985507,1,1,1]
precision
1 [1,1,1,1,1,1]
predictive_accuracy
0.9892857142857143
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9964285714285714
predictive_accuracy
1
predictive_accuracy
0.9892857142857143
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.996415770609319
predictive_accuracy
1
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
recall
0.9892857142857143 [1,1,1,1,1,0.892857]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
0.9964285714285714 [1,1,1,1,0.97561,1]
recall
1 [1,1,1,1,1,1]
recall
0.9892857142857143 [1,0.971429,1,1,1,0.925926]
recall
1 [1,1,1,1,1,1]
recall
1 [1,1,1,1,1,1]
recall
0.996415770609319 [1,1,1,1,1,0.962963]
recall
1 [1,1,1,1,1,1]
relative_absolute_error
0.09004758995540552
relative_absolute_error
0.10296133834120708
relative_absolute_error
0.09423250524478798
relative_absolute_error
0.11036586546324108
relative_absolute_error
0.09921502023600089
relative_absolute_error
0.07920308924527282
relative_absolute_error
0.10000769810475378
relative_absolute_error
0.11990388481584269
relative_absolute_error
0.061336706067793435
relative_absolute_error
0.09505786609736214
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36926827610333357
root_mean_prior_squared_error
0.36936606105183667
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_squared_error
0.06638325046237044
root_mean_squared_error
0.05054174641551859
root_mean_squared_error
0.04860684584656689
root_mean_squared_error
0.05969564831604611
root_mean_squared_error
0.05112206100709983
root_mean_squared_error
0.06698856388805687
root_mean_squared_error
0.05145152951429401
root_mean_squared_error
0.0584691516659313
root_mean_squared_error
0.04491254249709082
root_mean_squared_error
0.04949807372832867
root_relative_squared_error
0.17970337069865827
root_relative_squared_error
0.13681948576793446
root_relative_squared_error
0.1315815959119011
root_relative_squared_error
0.16159963761515556
root_relative_squared_error
0.13844151885063144
root_relative_squared_error
0.18136090711013028
root_relative_squared_error
0.1392977661638402
root_relative_squared_error
0.15829698929156824
root_relative_squared_error
0.1215943802184777
root_relative_squared_error
0.13400905988331646
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
3002.699291000681
usercpu_time_millis
2828.394717000265
usercpu_time_millis
2851.4036810001926
usercpu_time_millis
2840.71848000076
usercpu_time_millis
2862.2695300000487
usercpu_time_millis
2816.236075999768
usercpu_time_millis
2838.8835960004144
usercpu_time_millis
2842.8012779995697
usercpu_time_millis
2800.7606529999975
usercpu_time_millis
2834.5578179996664
usercpu_time_millis_testing
78.28919300027337
usercpu_time_millis_testing
75.06503700005851
usercpu_time_millis_testing
74.5611470001677
usercpu_time_millis_testing
76.3158800000383
usercpu_time_millis_testing
74.49336900026537
usercpu_time_millis_testing
75.7806609999534
usercpu_time_millis_testing
74.00479300031293
usercpu_time_millis_testing
76.32194599955255
usercpu_time_millis_testing
75.96505099991191
usercpu_time_millis_testing
73.82756999959383
usercpu_time_millis_training
2924.4100980004077
usercpu_time_millis_training
2753.3296800002063
usercpu_time_millis_training
2776.842534000025
usercpu_time_millis_training
2764.4026000007216
usercpu_time_millis_training
2787.7761609997833
usercpu_time_millis_training
2740.455414999815
usercpu_time_millis_training
2764.8788030001015
usercpu_time_millis_training
2766.479332000017
usercpu_time_millis_training
2724.7956020000856
usercpu_time_millis_training
2760.7302480000726