6059891
869
Pieter Gijsbers
3549
Supervised Classification
7026
sklearn.pipeline.Pipeline(Median-Imputer=sklearn.preprocessing.imputation.Imputer,learner=sklearn.naive_bayes.GaussianNB)(1)
4075685
axis
0
6758
copy
true
6758
missing_values
"NaN"
6758
strategy
"median"
6758
verbose
0
6758
priors
null
7024
openml-python
Sklearn_0.18.1.
458
analcatdata_authorship
https://www.openml.org/data/download/52570/analcatdata_authorship.arff
-1
13042998
description
https://api.openml.org/data/download/13042998/description.xml
-1
13042999
predictions
https://api.openml.org/data/download/13042999/predictions.arff
area_under_roc_curve
0.99356 [0.99659,0.994492,0.953921,0.999014]
average_cost
0
f_measure
0.984519 [0.987461,0.98145,0.971963,0.988372]
kappa
0.977466
kb_relative_information_score
819.971228
mean_absolute_error
0.008027
mean_prior_absolute_error
0.343874
number_of_instances
841 [317,296,55,173]
precision
0.984641 [0.981308,0.979798,1,0.994152]
predictive_accuracy
0.984542
prior_entropy
1.78975
recall
0.984542 [0.993691,0.983108,0.945455,0.982659]
relative_absolute_error
0.023342
root_mean_prior_squared_error
0.414564
root_mean_squared_error
0.087046
root_relative_squared_error
0.20997
total_cost
0
area_under_roc_curve
0.980038 [0.979363,0.965455,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.982994 [1,0.997531,0.729114,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.988819 [1,0.996914,0.862025,0.990781]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.993065 [0.989183,0.99185,1,1]
area_under_roc_curve
1 [1,1,1,1]
area_under_roc_curve
0.999559 [0.999391,0.999373,1,1]
area_under_roc_curve
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
0.976421 [0.969697,0.965517,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.961979 [1,0.952381,0.75,0.969697]
f_measure
0.97627 [0.969697,0.983051,1,0.969697]
f_measure
0.963914 [0.984127,0.967742,0.888889,0.941176]
f_measure
1 [1,1,1,1]
f_measure
0.97619 [0.96875,0.965517,1,1]
f_measure
1 [1,1,1,1]
f_measure
0.988085 [0.984127,0.982456,1,1]
f_measure
1 [1,1,1,1]
kappa
0.965809
kappa
1
kappa
0.947003
kappa
0.965007
kappa
0.947445
kappa
1
kappa
0.965475
kappa
1
kappa
0.982829
kappa
1
kb_relative_information_score
82.891275
kb_relative_information_score
83.041624
kb_relative_information_score
77.142355
kb_relative_information_score
80.44069
kb_relative_information_score
78.226031
kb_relative_information_score
82.913421
kb_relative_information_score
82.335819
kb_relative_information_score
84.900654
kb_relative_information_score
83.725207
kb_relative_information_score
84.354153
mean_absolute_error
0.011771
mean_absolute_error
0.000336
mean_absolute_error
0.017859
mean_absolute_error
0.011875
mean_absolute_error
0.017793
mean_absolute_error
0.001179
mean_absolute_error
0.010248
mean_absolute_error
0.000135
mean_absolute_error
0.005967
mean_absolute_error
0.003059
mean_prior_absolute_error
0.344205
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.342744
mean_prior_absolute_error
0.344442
mean_prior_absolute_error
0.345456
mean_prior_absolute_error
0.345456
mean_prior_absolute_error
0.345456
number_of_instances
85 [32,30,6,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,30,5,17]
number_of_instances
84 [32,29,6,17]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
number_of_instances
84 [31,29,6,18]
precision
0.977855 [0.941176,1,1,1]
precision
1 [1,1,1,1]
precision
0.967532 [1,0.909091,1,1]
precision
0.977591 [0.941176,1,1,1]
precision
0.965774 [1,0.9375,1,0.941176]
precision
1 [1,1,1,1]
precision
0.97619 [0.96875,0.965517,1,1]
precision
1 [1,1,1,1]
precision
0.988467 [0.96875,1,1,1]
precision
1 [1,1,1,1]
predictive_accuracy
0.976471
predictive_accuracy
1
predictive_accuracy
0.964286
predictive_accuracy
0.97619
predictive_accuracy
0.964286
predictive_accuracy
1
predictive_accuracy
0.97619
predictive_accuracy
1
predictive_accuracy
0.988095
predictive_accuracy
1
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
prior_entropy
1.78975
recall
0.976471 [1,0.933333,1,1]
recall
1 [1,1,1,1]
recall
0.964286 [1,1,0.6,0.941176]
recall
0.97619 [1,0.966667,1,0.941176]
recall
0.964286 [0.96875,1,0.8,0.941176]
recall
1 [1,1,1,1]
recall
0.97619 [0.96875,0.965517,1,1]
recall
1 [1,1,1,1]
recall
0.988095 [1,0.965517,1,1]
recall
1 [1,1,1,1]
relative_absolute_error
0.034197
relative_absolute_error
0.000981
relative_absolute_error
0.052105
relative_absolute_error
0.034646
relative_absolute_error
0.051912
relative_absolute_error
0.003439
relative_absolute_error
0.029754
relative_absolute_error
0.000391
relative_absolute_error
0.017274
relative_absolute_error
0.008856
root_mean_prior_squared_error
0.414963
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.413199
root_mean_prior_squared_error
0.415248
root_mean_prior_squared_error
0.416468
root_mean_prior_squared_error
0.416468
root_mean_prior_squared_error
0.416468
root_mean_squared_error
0.108465
root_mean_squared_error
0.003945
root_mean_squared_error
0.133497
root_mean_squared_error
0.108827
root_mean_squared_error
0.132957
root_mean_squared_error
0.014043
root_mean_squared_error
0.095126
root_mean_squared_error
0.001748
root_mean_squared_error
0.076788
root_mean_squared_error
0.038109
root_relative_squared_error
0.261386
root_relative_squared_error
0.009547
root_relative_squared_error
0.323081
root_relative_squared_error
0.263376
root_relative_squared_error
0.321774
root_relative_squared_error
0.033986
root_relative_squared_error
0.229081
root_relative_squared_error
0.004198
root_relative_squared_error
0.184379
root_relative_squared_error
0.091505
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
10.341488999999982
usercpu_time_millis
9.618410000000743
usercpu_time_millis
10.175021000000228
usercpu_time_millis
9.863629999999901
usercpu_time_millis
10.037572999999966
usercpu_time_millis
9.593312000000687
usercpu_time_millis
9.89323999999936
usercpu_time_millis
10.513372000000132
usercpu_time_millis
9.775686999999422
usercpu_time_millis
9.762686000000187
usercpu_time_millis_testing
1.9656220000001667
usercpu_time_millis_testing
2.0131519999999625
usercpu_time_millis_testing
2.0194099999999438
usercpu_time_millis_testing
1.9793630000002338
usercpu_time_millis_testing
1.9475660000001227
usercpu_time_millis_testing
1.9418330000000594
usercpu_time_millis_testing
2.042748999999233
usercpu_time_millis_testing
2.0388179999999423
usercpu_time_millis_testing
1.9982189999998567
usercpu_time_millis_testing
1.9568300000001315
usercpu_time_millis_training
8.375866999999815
usercpu_time_millis_training
7.605258000000781
usercpu_time_millis_training
8.155611000000285
usercpu_time_millis_training
7.884266999999667
usercpu_time_millis_training
8.090006999999844
usercpu_time_millis_training
7.651479000000627
usercpu_time_millis_training
7.850491000000126
usercpu_time_millis_training
8.47455400000019
usercpu_time_millis_training
7.7774679999995655
usercpu_time_millis_training
7.805856000000055