10455042
12269
Marc Zöller
3735
Supervised Classification
predictive_accuracy
17773
sklearn.pipeline.Pipeline(step_0=sklearn.decomposition._truncated_svd.TruncatedSVD,step_1=sklearn.svm._classes.SVC)(1)
8266865
C
0.7875941220140072
17707
break_ties
false
17707
cache_size
200
17707
class_weight
null
17707
coef0
24.39212951510293
17707
decision_function_shape
"ovo"
17707
degree
3
17707
gamma
0.14602436672794777
17707
kernel
"sigmoid"
17707
max_iter
-1
17707
probability
true
17707
random_state
42
17707
shrinking
false
17707
tol
0.007075867863144256
17707
verbose
false
17707
algorithm
"randomized"
17732
n_components
1
17732
n_iter
30
17732
random_state
42
17732
tol
0.0
17732
memory
null
17773
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "step_0", "step_name": "step_0"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "step_1", "step_name": "step_1"}}]
17773
verbose
false
17773
automl_meta_features
openml-python
Sklearn_0.22.1.
871
pollen
https://www.openml.org/data/download/53405/pollen.arff
-1
21834703
description
https://api.openml.org/data/download/21834703/description.xml
-1
21834704
predictions
https://api.openml.org/data/download/21834704/predictions.arff
area_under_roc_curve
0.5034671195663919 [0.503467,0.503467]
average_cost
0
f_measure
0.4001944193621075 [0.648659,0.15173]
kappa
0.006237006237006293
kb_relative_information_score
0.00014037601131548495
mean_absolute_error
0.499950637660237
mean_prior_absolute_error
0.5
weighted_recall
0.5031185031185031 [0.91736,0.088877]
number_of_instances
3848 [1924,1924]
precision
0.5099436663393456 [0.501706,0.518182]
predictive_accuracy
0.5031185031185031
prior_entropy
1
relative_absolute_error
0.9999012753204739
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.49996404708015935
root_relative_squared_error
0.9999280941603188
total_cost
0
unweighted_recall
0.5031185031185031 [0.91736,0.088877]
area_under_roc_curve
0.4809207685664939 [0.480921,0.480921]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.4948186528497409 [0.494819,0.494819]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.521211139896373 [0.521211,0.521211]
area_under_roc_curve
0.5444732297063903 [0.544473,0.544473]
area_under_roc_curve
0.5198567708333334 [0.519857,0.519857]
area_under_roc_curve
0.4859483506944444 [0.485948,0.485948]
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
0.33695900913422067 [0.662021,0.010204]
f_measure
0.5033346228239844 [0.612766,0.393333]
f_measure
0.48242322684055217 [0.618557,0.34629]
f_measure
0.4772081462811821 [0.565702,0.388715]
kappa
0
kappa
0
kappa
0
kappa
0
kappa
-0.010361993398625619
kappa
0
kappa
0.05346625601123889
kappa
0
kappa
0.03645833333333326
kappa
-0.015625
kb_relative_information_score
-0.0004491364317517815
kb_relative_information_score
0
kb_relative_information_score
0
kb_relative_information_score
0
kb_relative_information_score
-0.00007560299092621829
kb_relative_information_score
0
kb_relative_information_score
0.0004443318149865885
kb_relative_information_score
0.0015317288294565542
kb_relative_information_score
0.00034723147034989026
kb_relative_information_score
-0.0003956475610727876
mean_absolute_error
0.5001561064656974
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_absolute_error
0.5
mean_absolute_error
0.5000263346063901
mean_absolute_error
0.5
mean_absolute_error
0.49984513137368936
mean_absolute_error
0.49946148019357667
mean_absolute_error
0.49987884786487746
mean_absolute_error
0.5001387783081437
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
mean_prior_absolute_error
0.5
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [192,193]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
385 [193,192]
number_of_instances
384 [192,192]
number_of_instances
384 [192,192]
precision
0.3746668030132597 [0.498688,0.25]
precision
0.5330416074098384 [0.519856,0.546296]
precision
0.525203465476503 [0.511945,0.538462]
precision
0.4911762002512332 [0.494163,0.488189]
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.4987012987012987
predictive_accuracy
0.4961038961038961
predictive_accuracy
0.5012987012987012
predictive_accuracy
0.5272727272727272
predictive_accuracy
0.5012987012987012
predictive_accuracy
0.5182291666666666
predictive_accuracy
0.4921875
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
prior_entropy
1
relative_absolute_error
1.0003122129313948
relative_absolute_error
1
relative_absolute_error
1
relative_absolute_error
1
relative_absolute_error
1.0000526692127802
relative_absolute_error
1
relative_absolute_error
0.9996902627473787
relative_absolute_error
0.9989229603871533
relative_absolute_error
0.9997576957297549
relative_absolute_error
1.0002775566162874
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.5001782597148562
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_mean_squared_error
0.5
root_mean_squared_error
0.5000266013329383
root_mean_squared_error
0.5
root_mean_squared_error
0.4998602132499733
root_mean_squared_error
0.4995203269995167
root_mean_squared_error
0.4998883221973023
root_mean_squared_error
0.5001667677962467
root_relative_squared_error
1.0003565194297124
root_relative_squared_error
1
root_relative_squared_error
1
root_relative_squared_error
1
root_relative_squared_error
1.0000532026658766
root_relative_squared_error
1
root_relative_squared_error
0.9997204264999466
root_relative_squared_error
0.9990406539990334
root_relative_squared_error
0.9997766443946046
root_relative_squared_error
1.0003335355924934
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
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.49483214594127806 [0.984456,0.005208]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5267028281519862 [0.746114,0.307292]
unweighted_recall
0.5 [1,0]
unweighted_recall
0.5182291666666666 [0.78125,0.255208]
unweighted_recall
0.4921875 [0.661458,0.322917]
usercpu_time_millis
1781.25
usercpu_time_millis
1687.5
usercpu_time_millis
1765.625
usercpu_time_millis
1765.625
usercpu_time_millis
1781.25
usercpu_time_millis
1906.25
usercpu_time_millis
1937.5
usercpu_time_millis
1921.875
usercpu_time_millis
1906.25
usercpu_time_millis
2000
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_training
1765.625
usercpu_time_millis_training
1687.5
usercpu_time_millis_training
1750
usercpu_time_millis_training
1750
usercpu_time_millis_training
1765.625
usercpu_time_millis_training
1890.625
usercpu_time_millis_training
1921.875
usercpu_time_millis_training
1906.25
usercpu_time_millis_training
1890.625
usercpu_time_millis_training
1984.375
wall_clock_time_millis
1068.6473846435547
wall_clock_time_millis
1045.0444221496582
wall_clock_time_millis
1047.6436614990234
wall_clock_time_millis
1050.3220558166504
wall_clock_time_millis
1112.858772277832
wall_clock_time_millis
1132.1473121643066
wall_clock_time_millis
1179.762363433838
wall_clock_time_millis
1155.886173248291
wall_clock_time_millis
1211.5097045898438
wall_clock_time_millis
1278.6424160003662
wall_clock_time_millis_testing
14.334678649902344
wall_clock_time_millis_testing
14.006853103637695
wall_clock_time_millis_testing
14.246702194213867
wall_clock_time_millis_testing
14.521121978759766
wall_clock_time_millis_testing
13.820648193359375
wall_clock_time_millis_testing
14.347076416015625
wall_clock_time_millis_testing
14.300823211669922
wall_clock_time_millis_testing
14.421939849853516
wall_clock_time_millis_testing
14.666080474853516
wall_clock_time_millis_testing
14.101982116699219
wall_clock_time_millis_training
1054.3127059936523
wall_clock_time_millis_training
1031.0375690460205
wall_clock_time_millis_training
1033.3969593048096
wall_clock_time_millis_training
1035.8009338378906
wall_clock_time_millis_training
1099.0381240844727
wall_clock_time_millis_training
1117.800235748291
wall_clock_time_millis_training
1165.461540222168
wall_clock_time_millis_training
1141.4642333984375
wall_clock_time_millis_training
1196.8436241149902
wall_clock_time_millis_training
1264.540433883667
weighted_recall
0.4987012987012987 [1,0]
weighted_recall
0.4987012987012987 [1,0]
weighted_recall
0.4987012987012987 [1,0]
weighted_recall
0.4987012987012987 [1,0]
weighted_recall
0.4961038961038961 [0.984456,0.005208]
weighted_recall
0.5012987012987012 [1,0]
weighted_recall
0.5272727272727272 [0.746114,0.307292]
weighted_recall
0.5012987012987012 [1,0]
weighted_recall
0.5182291666666666 [0.78125,0.255208]
weighted_recall
0.4921875 [0.661458,0.322917]