8872598
4877
Nathan Cassee
167132
Supervised Classification
area_under_roc_curve
7831
sklearn.ensemble.voting_classifier.VotingClassifier(lr=sklearn.pipeline.Pipeline(scaler=sklearn.preprocessing.data.StandardScaler,pca=sklearn.decomposition.pca.PCA,reg=sklearn.linear_model.logistic.LogisticRegression),knn=sklearn.neighbors.classification.KNeighborsClassifier)(1)
6833428
copy
true
7646
with_mean
true
7646
with_std
true
7646
algorithm
"auto"
7681
leaf_size
30
7681
metric
"minkowski"
7681
metric_params
null
7681
n_jobs
1
7681
n_neighbors
2
7681
p
2
7681
weights
"uniform"
7681
C
0.07743
7685
class_weight
null
7685
dual
false
7685
fit_intercept
true
7685
intercept_scaling
1
7685
max_iter
100
7685
multi_class
"ovr"
7685
n_jobs
-1
7685
penalty
"l2"
7685
random_state
41725
7685
solver
"newton-cg"
7685
tol
0.0001
7685
verbose
0
7685
warm_start
false
7685
copy
true
7806
iterated_power
"auto"
7806
n_components
4
7806
random_state
19395
7806
svd_solver
"auto"
7806
tol
0.0
7806
whiten
false
7806
memory
null
7818
flatten_transform
null
7831
n_jobs
1
7831
voting
"soft"
7831
weights
null
7831
openml-python
Sklearn_0.19.1.
40910
Speech
https://www.openml.org/data/download/16787473/phpznF975
-1
18661009
description
https://api.openml.org/data/download/18661009/description.xml
-1
18661010
predictions
https://api.openml.org/data/download/18661010/predictions.arff
area_under_roc_curve
0.92199886941775 [0.921999,0.921999]
average_cost
0
f_measure
0.9835624514566416 [0.993557,0.38961]
kappa
0.3853833327420458
kb_relative_information_score
-3272.5467660838876
mean_absolute_error
0.02674309267822576
mean_prior_absolute_error
0.03280396128636082
number_of_instances
3686 [3625,61]
precision
0.9866390484800727 [0.987466,0.9375]
predictive_accuracy
0.9872490504612046
prior_entropy
0.1231413868023578
recall
0.9872490504612046 [0.999724,0.245902]
relative_absolute_error
0.8152397341520142
root_mean_prior_squared_error
0.1275746863186314
root_mean_squared_error
0.11090090990210953
root_relative_squared_error
0.8693018427270335
total_cost
0
area_under_roc_curve
0.9366391184573003 [0.936639,0.936639]
area_under_roc_curve
0.9949494949494949 [0.994949,0.994949]
area_under_roc_curve
0.8999081726354452 [0.899908,0.899908]
area_under_roc_curve
0.9012855831037649 [0.901286,0.901286]
area_under_roc_curve
0.8723599632690543 [0.87236,0.87236]
area_under_roc_curve
0.9321231254932913 [0.932123,0.932123]
area_under_roc_curve
0.9355432780847146 [0.935543,0.935543]
area_under_roc_curve
0.8600368324125229 [0.860037,0.860037]
area_under_roc_curve
0.9548802946593 [0.95488,0.95488]
area_under_roc_curve
0.9235727440147331 [0.923573,0.923573]
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
0.9816568714837042 [0.99316,0.285714]
f_measure
0.9864795634257713 [0.994521,0.5]
f_measure
0.9816568714837042 [0.99316,0.285714]
f_measure
0.9816568714837042 [0.99316,0.285714]
f_measure
0.9797193451386569 [0.991781,0.25]
f_measure
0.9827324061992334 [0.993141,0.444444]
f_measure
0.9940292250568931 [0.997245,0.8]
f_measure
0.9816071535073145 [0.993141,0.285714]
f_measure
0.9864429049211658 [0.994505,0.5]
kappa
0.28238039673279197
kappa
0.4959016393442641
kappa
0.28238039673279197
kappa
0.28238039673279197
kappa
0.2438524590163936
kappa
0.43972061949590197
kappa
0.7973568281938318
kappa
0.2823712948517929
kappa
0.49589041095890163
kappa
0
kb_relative_information_score
-428.6628787451539
kb_relative_information_score
-186.21344461597997
kb_relative_information_score
-414.3931932261934
kb_relative_information_score
-492.03914643579236
kb_relative_information_score
-314.3014678170146
kb_relative_information_score
-323.2061831027771
kb_relative_information_score
-106.5954511335134
kb_relative_information_score
-425.08764850757564
kb_relative_information_score
-370.2282851052225
kb_relative_information_score
-211.81906739465919
mean_absolute_error
0.028625335100455195
mean_absolute_error
0.023274055665618704
mean_absolute_error
0.028342158092776765
mean_absolute_error
0.030658002531639902
mean_absolute_error
0.02654773058418814
mean_absolute_error
0.02827900932234337
mean_absolute_error
0.020355849270977753
mean_absolute_error
0.029653431117822038
mean_absolute_error
0.027773102395693295
mean_absolute_error
0.02390793820284117
mean_prior_absolute_error
0.03252473414105067
mean_prior_absolute_error
0.03252473414105067
mean_prior_absolute_error
0.03252473414105067
mean_prior_absolute_error
0.03252473414105067
mean_prior_absolute_error
0.03252473414105067
mean_prior_absolute_error
0.03514364319348176
mean_prior_absolute_error
0.032567433745166394
mean_prior_absolute_error
0.032567433745166394
mean_prior_absolute_error
0.032567433745166394
mean_prior_absolute_error
0.032567433745166394
number_of_instances
369 [363,6]
number_of_instances
369 [363,6]
number_of_instances
369 [363,6]
number_of_instances
369 [363,6]
number_of_instances
369 [363,6]
number_of_instances
369 [362,7]
number_of_instances
368 [362,6]
number_of_instances
368 [362,6]
number_of_instances
368 [362,6]
number_of_instances
368 [362,6]
precision
0.9866339696005656 [0.986413,1]
precision
0.9892780399193637 [0.989101,1]
precision
0.9866339696005656 [0.986413,1]
precision
0.9866339696005656 [0.986413,1]
precision
0.9784674685983917 [0.986376,0.5]
precision
0.9866344712493447 [0.986376,1]
precision
0.9945950788342093 [0.994505,1]
precision
0.9865981518777396 [0.986376,1]
precision
0.9892492278450938 [0.989071,1]
predictive_accuracy
0.986449864498645
predictive_accuracy
0.9891598915989159
predictive_accuracy
0.986449864498645
predictive_accuracy
0.986449864498645
predictive_accuracy
0.983739837398374
predictive_accuracy
0.986449864498645
predictive_accuracy
0.9945652173913043
predictive_accuracy
0.986413043478261
predictive_accuracy
0.9891304347826088
predictive_accuracy
0.983695652173913
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
prior_entropy
0.1231413868023578
recall
0.986449864498645 [1,0.166667]
recall
0.989159891598916 [1,0.333333]
recall
0.986449864498645 [1,0.166667]
recall
0.986449864498645 [1,0.166667]
recall
0.983739837398374 [0.997245,0.166667]
recall
0.986449864498645 [1,0.285714]
recall
0.9945652173913043 [1,0.666667]
recall
0.9864130434782609 [1,0.166667]
recall
0.9891304347826086 [1,0.333333]
recall
0.9836956521739131 [1,0]
relative_absolute_error
0.8801097336050505
relative_absolute_error
0.7155801970489793
relative_absolute_error
0.8714032210029683
relative_absolute_error
0.9426057842220854
relative_absolute_error
0.8162320549357318
relative_absolute_error
0.8046692588658082
relative_absolute_error
0.6250369442756274
relative_absolute_error
0.9105240329911826
relative_absolute_error
0.8527875611266219
relative_absolute_error
0.7341056833005624
root_mean_prior_squared_error
0.12647558437892353
root_mean_prior_squared_error
0.12647558437892353
root_mean_prior_squared_error
0.12647558437892353
root_mean_prior_squared_error
0.12647558437892353
root_mean_prior_squared_error
0.12647558437892353
root_mean_prior_squared_error
0.1364367344098403
root_mean_prior_squared_error
0.12664427759715768
root_mean_prior_squared_error
0.12664427759715768
root_mean_prior_squared_error
0.12664427759715768
root_mean_prior_squared_error
0.12664427759715768
root_mean_squared_error
0.11313845065234684
root_mean_squared_error
0.09402382292335623
root_mean_squared_error
0.12128662154949553
root_mean_squared_error
0.11661799520597477
root_mean_squared_error
0.11147775323469951
root_mean_squared_error
0.1140582795577834
root_mean_squared_error
0.08844980483734352
root_mean_squared_error
0.12307193858105892
root_mean_squared_error
0.10957667668418507
root_mean_squared_error
0.1123436674984399
root_relative_squared_error
0.8945477596164462
root_relative_squared_error
0.7434148131046295
root_relative_squared_error
0.9589726123432506
root_relative_squared_error
0.9220593506536785
root_relative_squared_error
0.8814171824714389
root_relative_squared_error
0.8359792547890029
root_relative_squared_error
0.698411381197129
root_relative_squared_error
0.9717923376888611
root_relative_squared_error
0.8652319612318934
root_relative_squared_error
0.8870804874089412
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