9204200
5897
Nima Riahi Dehkordi
168305
Supervised Classification
predictive_accuracy
8576
__main__.PythonChallengeClassifier(4)
7132948
openml-python
Sklearn_0.19.1.
40754
ML2017-challenge-1
https://www.openml.org/data/download/5739359/challenge1.arff
-1
19335132
description
https://api.openml.org/data/download/19335132/description.xml
-1
19335133
predictions
https://api.openml.org/data/download/19335133/predictions.arff
area_under_roc_curve
0.9760476786330179 [0.976048,0.976048]
average_cost
0
f_measure
0.975603620801516 [0.976378,0.974757]
kappa
0.9511414402856158
kb_relative_information_score
3039.549644614204
mean_absolute_error
0.024405506883604506
mean_prior_absolute_error
0.49901358092237413
number_of_instances
3196 [1669,1527]
precision
0.9758604218592166 [0.98714,0.963532]
predictive_accuracy
0.9755944931163956
prior_entropy
0.9985773203745827
recall
0.9755944931163955 [0.965848,0.986248]
relative_absolute_error
0.04890750034997743
root_mean_prior_squared_error
0.49950623821173523
root_mean_squared_error
0.15622261962854325
root_relative_squared_error
0.31275409129589726
total_cost
0
area_under_roc_curve
0.9637978944072639 [0.963798,0.963798]
area_under_roc_curve
0.9572619466948457 [0.957262,0.957262]
area_under_roc_curve
0.987476028335486 [0.987476,0.987476]
area_under_roc_curve
0.9790419161676646 [0.979042,0.979042]
area_under_roc_curve
0.9820359281437125 [0.982036,0.982036]
area_under_roc_curve
0.9760479041916167 [0.976048,0.976048]
area_under_roc_curve
0.9806480825261832 [0.980648,0.980648]
area_under_roc_curve
0.9757524424834542 [0.975752,0.975752]
area_under_roc_curve
0.9841435549952727 [0.984144,0.984144]
area_under_roc_curve
0.974275133942641 [0.974275,0.974275]
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
0.9625146507266761 [0.962963,0.962025]
f_measure
0.9562705150248135 [0.957055,0.955414]
f_measure
0.9875 [0.988024,0.986928]
f_measure
0.9781354725405713 [0.978593,0.977636]
f_measure
0.9812587945590995 [0.981707,0.980769]
f_measure
0.9750117228713219 [0.97546,0.974522]
f_measure
0.9811786181391113 [0.982143,0.980132]
f_measure
0.9749349486618539 [0.97561,0.974194]
f_measure
0.9843235481551242 [0.985075,0.983498]
f_measure
0.9749028336826745 [0.976331,0.973333]
kappa
0.9250614730104211
kappa
0.9125239192408326
kappa
0.9749520566709718
kappa
0.95625
kappa
0.9624897432891806
kappa
0.9500136681376186
kappa
0.9622812549266908
kappa
0.9498210704313972
kappa
0.9685732863081986
kappa
0.9496726354815808
kb_relative_information_score
295.9450002782587
kb_relative_information_score
291.9335988760874
kb_relative_information_score
311.9906058869439
kb_relative_information_score
305.973503783687
kb_relative_information_score
307.97920448477265
kb_relative_information_score
303.9678030826014
kb_relative_information_score
307.0405472401164
kb_relative_information_score
302.9007596261718
kb_relative_information_score
308.91786172942875
kb_relative_information_score
302.90075962617175
mean_absolute_error
0.0375
mean_absolute_error
0.04375
mean_absolute_error
0.0125
mean_absolute_error
0.021875
mean_absolute_error
0.01875
mean_absolute_error
0.025
mean_absolute_error
0.018808777429467086
mean_absolute_error
0.025078369905956112
mean_absolute_error
0.01567398119122257
mean_absolute_error
0.025078369905956112
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.4990286898061312
mean_prior_absolute_error
0.49909524173611874
mean_prior_absolute_error
0.4989560481570598
mean_prior_absolute_error
0.4989560481570598
mean_prior_absolute_error
0.4989560481570598
number_of_instances
320 [167,153]
number_of_instances
320 [167,153]
number_of_instances
320 [167,153]
number_of_instances
320 [167,153]
number_of_instances
320 [167,153]
number_of_instances
320 [167,153]
number_of_instances
319 [166,153]
number_of_instances
319 [167,152]
number_of_instances
319 [167,152]
number_of_instances
319 [167,152]
precision
0.9644098511195341 [0.993631,0.932515]
precision
0.9574863764209539 [0.981132,0.931677]
precision
0.9875 [0.988024,0.986928]
precision
0.9790820312499999 [1,0.95625]
precision
0.9819575471698112 [1,0.962264]
precision
0.9762422360248447 [1,0.950311]
precision
0.9814758665242622 [0.970588,0.993289]
precision
0.9756381056553755 [0.993789,0.955696]
precision
0.9843404768330551 [0.982143,0.986755]
precision
0.9751921530505923 [0.964912,0.986486]
predictive_accuracy
0.9625
predictive_accuracy
0.95625
predictive_accuracy
0.9875
predictive_accuracy
0.978125
predictive_accuracy
0.98125
predictive_accuracy
0.975
predictive_accuracy
0.9811912225705329
predictive_accuracy
0.974921630094044
predictive_accuracy
0.9843260188087775
predictive_accuracy
0.974921630094044
prior_entropy
0.9985773203745827
prior_entropy
0.9985773203745827
prior_entropy
0.9985773203745827
prior_entropy
0.9985773203745827
prior_entropy
0.9985773203745827
prior_entropy
0.9985773203745827
prior_entropy
0.9985773203745827
prior_entropy
0.9985773203745827
prior_entropy
0.9985773203745827
prior_entropy
0.9985773203745827
recall
0.9625 [0.934132,0.993464]
recall
0.95625 [0.934132,0.980392]
recall
0.9875 [0.988024,0.986928]
recall
0.978125 [0.958084,1]
recall
0.98125 [0.964072,1]
recall
0.975 [0.952096,1]
recall
0.9811912225705329 [0.993976,0.96732]
recall
0.9749216300940439 [0.958084,0.993421]
recall
0.9843260188087775 [0.988024,0.980263]
recall
0.9749216300940439 [0.988024,0.960526]
relative_absolute_error
0.07514598011302409
relative_absolute_error
0.08767031013186143
relative_absolute_error
0.025048660037674697
relative_absolute_error
0.04383515506593071
relative_absolute_error
0.037572990056512046
relative_absolute_error
0.050097320075349394
relative_absolute_error
0.0376857478425163
relative_absolute_error
0.05026168136168583
relative_absolute_error
0.03141355085105364
relative_absolute_error
0.05026168136168583
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995213618016774
root_mean_prior_squared_error
0.4995879730599906
root_mean_prior_squared_error
0.49944864525507615
root_mean_prior_squared_error
0.49944864525507615
root_mean_prior_squared_error
0.49944864525507615
root_mean_squared_error
0.19364916731037085
root_mean_squared_error
0.2091650066335189
root_mean_squared_error
0.11180339887498948
root_mean_squared_error
0.1479019945774904
root_mean_squared_error
0.13693063937629152
root_mean_squared_error
0.15811388300841897
root_mean_squared_error
0.13714509626474833
root_mean_squared_error
0.15836151649297917
root_mean_squared_error
0.1251957714590336
root_mean_squared_error
0.15836151649297917
root_relative_squared_error
0.3876694414267201
root_relative_squared_error
0.4187308544305312
root_relative_squared_error
0.2238210563643087
root_relative_squared_error
0.2960874266598657
root_relative_squared_error
0.27412369089163485
root_relative_squared_error
0.3165307734550783
root_relative_squared_error
0.2745164088413312
root_relative_squared_error
0.3170726720303776
root_relative_squared_error
0.2506679568528896
root_relative_squared_error
0.3170726720303776
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
474.8250000000027
usercpu_time_millis
1246.0029999999983
usercpu_time_millis
1216.7349999999997
usercpu_time_millis
471.61700000000195
usercpu_time_millis
1191.3429999999962
usercpu_time_millis
654.6530000000032
usercpu_time_millis
1279.9690000000014
usercpu_time_millis
592.2150000000031
usercpu_time_millis
1051.885999999996
usercpu_time_millis
1037.6119999999955
usercpu_time_millis_testing
3.3030000000024984
usercpu_time_millis_testing
2.29399999999913
usercpu_time_millis_testing
1.8740000000008195
usercpu_time_millis_testing
2.09000000000259
usercpu_time_millis_testing
2.175999999991518
usercpu_time_millis_testing
2.0489999999995234
usercpu_time_millis_testing
1.8779999999978259
usercpu_time_millis_testing
2.2190000000037458
usercpu_time_millis_testing
2.1429999999966753
usercpu_time_millis_testing
2.2819999999939
usercpu_time_millis_training
471.5220000000002
usercpu_time_millis_training
1243.7089999999992
usercpu_time_millis_training
1214.860999999999
usercpu_time_millis_training
469.52699999999936
usercpu_time_millis_training
1189.1670000000047
usercpu_time_millis_training
652.6040000000037
usercpu_time_millis_training
1278.0910000000035
usercpu_time_millis_training
589.9959999999993
usercpu_time_millis_training
1049.7429999999995
usercpu_time_millis_training
1035.3300000000017