10319572
8323
Heinrich Peters
49
Supervised Classification
16347
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,onehotencoder=sklearn.preprocessing._encoders.OneHotEncoder,svc=sklearn.svm.classes.SVC)(1)
8175277
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
C
2854.2115055717222
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.9097801350305286
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
0.0594124208513135
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
26215
13389
shrinking
true
13389
tol
0.001
13389
verbose
false
13389
memory
null
16347
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
16347
verbose
false
16347
categorical_features
null
16348
categories
null
16348
drop
null
16348
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
16348
handle_unknown
"ignore"
16348
n_values
null
16348
sparse
true
16348
openml-python
Sklearn_0.21.2.
50
tic-tac-toe
https://www.openml.org/data/download/50/dataset_50_tic-tac-toe.arff
-1
21560830
description
https://api.openml.org/data/download/21560830/description.xml
-1
21560831
predictions
https://api.openml.org/data/download/21560831/predictions.arff
area_under_roc_curve
1 [1,1]
average_cost
0
f_measure
1 [1,1]
kappa
1
kb_relative_information_score
1
mean_absolute_error
0
mean_prior_absolute_error
0.45300756784968915
number_of_instances
958 [332,626]
precision
1 [1,1]
predictive_accuracy
1
prior_entropy
0.9309543116818706
recall
1 [1,1]
relative_absolute_error
0
root_mean_prior_squared_error
0.47587270721768155
root_mean_squared_error
0
root_relative_squared_error
0
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
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
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_prior_absolute_error
0.45214843750000067
mean_prior_absolute_error
0.45214843750000067
mean_prior_absolute_error
0.45214843750000067
mean_prior_absolute_error
0.45214843750000067
mean_prior_absolute_error
0.45214843750000067
mean_prior_absolute_error
0.45214843750000067
mean_prior_absolute_error
0.4553385416666673
mean_prior_absolute_error
0.4553385416666673
mean_prior_absolute_error
0.45325657894736904
mean_prior_absolute_error
0.45325657894736904
number_of_instances
96 [33,63]
number_of_instances
96 [33,63]
number_of_instances
96 [33,63]
number_of_instances
96 [33,63]
number_of_instances
96 [33,63]
number_of_instances
96 [33,63]
number_of_instances
96 [34,62]
number_of_instances
96 [34,62]
number_of_instances
95 [33,62]
number_of_instances
95 [33,62]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
0.9283932104014351
prior_entropy
0.9283932104014351
prior_entropy
0.9283932104014351
prior_entropy
0.9283932104014351
prior_entropy
0.9283932104014351
prior_entropy
0.9283932104014351
prior_entropy
0.9379030360861306
prior_entropy
0.9379030360861306
prior_entropy
0.9316966235340134
prior_entropy
0.9316966235340134
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
root_mean_prior_squared_error
0.47496916018305874
root_mean_prior_squared_error
0.47496916018305874
root_mean_prior_squared_error
0.47496916018305874
root_mean_prior_squared_error
0.47496916018305874
root_mean_prior_squared_error
0.47496916018305874
root_mean_prior_squared_error
0.47496916018305874
root_mean_prior_squared_error
0.4783155938203006
root_mean_prior_squared_error
0.4783155938203006
root_mean_prior_squared_error
0.4761342715793188
root_mean_prior_squared_error
0.4761342715793188
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
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
total_cost
0
usercpu_time_millis
71.05076200002713
usercpu_time_millis
72.18171700003495
usercpu_time_millis
73.19450499994673
usercpu_time_millis
73.75050099994951
usercpu_time_millis
75.32915000001594
usercpu_time_millis
71.16724899992732
usercpu_time_millis
70.33353600002101
usercpu_time_millis
72.97009500007334
usercpu_time_millis
74.69662800008336
usercpu_time_millis
71.74394000003304
usercpu_time_millis_testing
5.296750999946198
usercpu_time_millis_testing
5.341176000001724
usercpu_time_millis_testing
5.3504659999816795
usercpu_time_millis_testing
5.461861999947359
usercpu_time_millis_testing
5.59587299994746
usercpu_time_millis_testing
5.4216559999531455
usercpu_time_millis_testing
5.574733000003107
usercpu_time_millis_testing
5.401806000008946
usercpu_time_millis_testing
5.460305000042354
usercpu_time_millis_testing
5.384788000014851
usercpu_time_millis_training
65.75401100008094
usercpu_time_millis_training
66.84054100003323
usercpu_time_millis_training
67.84403899996505
usercpu_time_millis_training
68.28863900000215
usercpu_time_millis_training
69.73327700006848
usercpu_time_millis_training
65.74559299997418
usercpu_time_millis_training
64.7588030000179
usercpu_time_millis_training
67.5682890000644
usercpu_time_millis_training
69.23632300004101
usercpu_time_millis_training
66.35915200001818
wall_clock_time_millis
71.14195823669434
wall_clock_time_millis
72.5548267364502
wall_clock_time_millis
73.21739196777344
wall_clock_time_millis
73.8222599029541
wall_clock_time_millis
89.14780616760254
wall_clock_time_millis
71.2137222290039
wall_clock_time_millis
70.35398483276367
wall_clock_time_millis
73.29607009887695
wall_clock_time_millis
74.71346855163574
wall_clock_time_millis
71.76327705383301
wall_clock_time_millis_testing
5.335807800292969
wall_clock_time_millis_testing
5.352497100830078
wall_clock_time_millis_testing
5.36036491394043
wall_clock_time_millis_testing
5.469560623168945
wall_clock_time_millis_testing
5.60450553894043
wall_clock_time_millis_testing
5.458593368530273
wall_clock_time_millis_testing
5.585432052612305
wall_clock_time_millis_testing
5.4111480712890625
wall_clock_time_millis_testing
5.470752716064453
wall_clock_time_millis_testing
5.395650863647461
wall_clock_time_millis_training
65.80615043640137
wall_clock_time_millis_training
67.20232963562012
wall_clock_time_millis_training
67.85702705383301
wall_clock_time_millis_training
68.35269927978516
wall_clock_time_millis_training
83.54330062866211
wall_clock_time_millis_training
65.75512886047363
wall_clock_time_millis_training
64.76855278015137
wall_clock_time_millis_training
67.88492202758789
wall_clock_time_millis_training
69.24271583557129
wall_clock_time_millis_training
66.36762619018555