10370076
8323
Heinrich Peters
3918
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8225423
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
9947.045017657287
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.13893166748012198
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
9.972833450436674e-05
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
58193
13389
shrinking
true
13389
tol
0.001
13389
verbose
false
13389
memory
null
16345
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
16345
verbose
false
16345
openml-python
Sklearn_0.21.2.
1068
pc1
https://www.openml.org/data/download/53951/pc1.arff
-1
21661857
description
https://api.openml.org/data/download/21661857/description.xml
-1
21661858
predictions
https://api.openml.org/data/download/21661858/predictions.arff
area_under_roc_curve
0.5180270311084265 [0.518027,0.518027]
average_cost
0
f_measure
0.9020257826231681 [0.963934,0.072289]
kappa
0.06288203856326037
kb_relative_information_score
0.24858053712897057
mean_absolute_error
0.06943192064923355
mean_prior_absolute_error
0.12988972477049396
number_of_instances
1109 [1032,77]
precision
0.9028524550226573 [0.93291,0.5]
predictive_accuracy
0.9305680793507665
prior_entropy
0.36380676688852276
recall
0.9305680793507665 [0.997093,0.038961]
relative_absolute_error
0.5345451364371963
root_mean_prior_squared_error
0.25418837468358885
root_mean_squared_error
0.26349937504524285
root_relative_squared_error
1.0366303155022107
total_cost
0
area_under_roc_curve
0.5714285714285714 [0.571429,0.571429]
area_under_roc_curve
0.4951923076923077 [0.495192,0.495192]
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
0.5 [0.5,0.5]
area_under_roc_curve
0.5576456310679612 [0.557646,0.557646]
area_under_roc_curve
0.5576456310679612 [0.557646,0.557646]
area_under_roc_curve
0.5 [0.5,0.5]
area_under_roc_curve
0.5 [0.5,0.5]
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
0.926433442788583 [0.971963,0.25]
f_measure
0.9019112570514438 [0.962617,0]
f_measure
0.9073261941186469 [0.962264,0.2]
f_measure
0.9073261941186469 [0.962264,0.2]
kappa
0.23798627002288333
kappa
-0.01601830663615609
kappa
0
kappa
0
kappa
0
kappa
0
kappa
0.17625231910946135
kappa
0.17625231910946135
kappa
0
kappa
0
kb_relative_information_score
0.3741709080482253
kb_relative_information_score
0.16556121073096747
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.2405497810307917
kb_relative_information_score
0.24054978103079175
kb_relative_information_score
0.2678290688329606
mean_absolute_error
0.05405405405405406
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.07207207207207207
mean_absolute_error
0.06363636363636363
mean_prior_absolute_error
0.12441514421712434
mean_prior_absolute_error
0.12441514421712434
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1321591618621321
mean_prior_absolute_error
0.1249079453399885
number_of_instances
111 [104,7]
number_of_instances
111 [104,7]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
111 [103,8]
number_of_instances
110 [103,7]
precision
0.9488943488943489 [0.945455,1]
precision
0.8773136773136774 [0.936364,0]
precision
0.9043722621704273 [0.93578,0.5]
precision
0.9043722621704273 [0.93578,0.5]
predictive_accuracy
0.9459459459459459
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.927927927927928
predictive_accuracy
0.9363636363636364
prior_entropy
0.3400686187404258
prior_entropy
0.3400686187404258
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.37364719819991066
prior_entropy
0.3422054374333021
recall
0.9459459459459459 [1,0.142857]
recall
0.9279279279279279 [0.990385,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [1,0]
recall
0.9279279279279279 [0.990291,0.125]
recall
0.9279279279279279 [0.990291,0.125]
recall
0.9279279279279279 [1,0]
recall
0.9363636363636364 [1,0]
relative_absolute_error
0.4344652284429384
relative_absolute_error
0.5792869712572513
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5453429868695547
relative_absolute_error
0.5094660989190961
root_mean_prior_squared_error
0.24318130946048286
root_mean_prior_squared_error
0.24318130946048286
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.25861393411013817
root_mean_prior_squared_error
0.24419244540685378
root_mean_squared_error
0.23249527748763857
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2684624220856097
root_mean_squared_error
0.2522624895547565
root_relative_squared_error
0.9560573466910262
root_relative_squared_error
1.1039599329455667
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.0380818149236974
root_relative_squared_error
1.033047886204903
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
66.99288100026024
usercpu_time_millis
74.60106599955907
usercpu_time_millis
73.29903699883289
usercpu_time_millis
86.4416419990448
usercpu_time_millis
71.37688700004219
usercpu_time_millis
81.23222299946065
usercpu_time_millis
58.70549800147273
usercpu_time_millis
47.35641899969778
usercpu_time_millis
65.35872499989637
usercpu_time_millis
73.08815899887122
usercpu_time_millis_testing
1.5487359996768646
usercpu_time_millis_testing
1.5465229998881114
usercpu_time_millis_testing
1.5451809995283838
usercpu_time_millis_testing
1.5631889991709613
usercpu_time_millis_testing
1.5633359998901142
usercpu_time_millis_testing
1.5651819994673133
usercpu_time_millis_testing
1.5476430007765885
usercpu_time_millis_testing
1.4609219997510081
usercpu_time_millis_testing
1.5012419999038684
usercpu_time_millis_testing
1.5405999993163277
usercpu_time_millis_training
65.44414500058338
usercpu_time_millis_training
73.05454299967096
usercpu_time_millis_training
71.7538559993045
usercpu_time_millis_training
84.87845299987384
usercpu_time_millis_training
69.81355100015207
usercpu_time_millis_training
79.66704099999333
usercpu_time_millis_training
57.157855000696145
usercpu_time_millis_training
45.89549699994677
usercpu_time_millis_training
63.8574829999925
usercpu_time_millis_training
71.5475589995549
wall_clock_time_millis
67.19303131103516
wall_clock_time_millis
74.60951805114746
wall_clock_time_millis
73.30870628356934
wall_clock_time_millis
86.45081520080566
wall_clock_time_millis
71.40851020812988
wall_clock_time_millis
81.24160766601562
wall_clock_time_millis
58.71391296386719
wall_clock_time_millis
47.3635196685791
wall_clock_time_millis
65.36674499511719
wall_clock_time_millis
73.11820983886719
wall_clock_time_millis_testing
1.5513896942138672
wall_clock_time_millis_testing
1.5494823455810547
wall_clock_time_millis_testing
1.5485286712646484
wall_clock_time_millis_testing
1.5664100646972656
wall_clock_time_millis_testing
1.565694808959961
wall_clock_time_millis_testing
1.5685558319091797
wall_clock_time_millis_testing
1.5506744384765625
wall_clock_time_millis_testing
1.4641284942626953
wall_clock_time_millis_testing
1.5039443969726562
wall_clock_time_millis_testing
1.560211181640625
wall_clock_time_millis_training
65.64164161682129
wall_clock_time_millis_training
73.0600357055664
wall_clock_time_millis_training
71.76017761230469
wall_clock_time_millis_training
84.8844051361084
wall_clock_time_millis_training
69.84281539916992
wall_clock_time_millis_training
79.67305183410645
wall_clock_time_millis_training
57.163238525390625
wall_clock_time_millis_training
45.899391174316406
wall_clock_time_millis_training
63.86280059814453
wall_clock_time_millis_training
71.55799865722656