10331178
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)
8186745
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
C
92.73723706816457
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.7680437918557426
13389
decision_function_shape
"ovr"
13389
degree
4
13389
gamma
0.3495643019150605
13389
kernel
"rbf"
13389
max_iter
-1
13389
probability
false
13389
random_state
6962
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
21584055
description
https://api.openml.org/data/download/21584055/description.xml
-1
21584056
predictions
https://api.openml.org/data/download/21584056/predictions.arff
area_under_roc_curve
0.9879518072289156 [0.987952,0.987952]
average_cost
0
f_measure
0.9916248604776533 [0.987805,0.993651]
kappa
0.9814571074636109
kb_relative_information_score
0.9807853694662753
mean_absolute_error
0.008350730688935281
mean_prior_absolute_error
0.45300756784968915
number_of_instances
958 [332,626]
precision
0.9917546413071395 [1,0.987382]
predictive_accuracy
0.9916492693110648
prior_entropy
0.9309543116818706
recall
0.9916492693110647 [0.975904,1]
relative_absolute_error
0.01843397612224021
root_mean_prior_squared_error
0.47587270721768155
root_mean_squared_error
0.09138233247699076
root_relative_squared_error
0.1920310433672111
total_cost
0
area_under_roc_curve
0.9696969696969697 [0.969697,0.969697]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9696969696969697 [0.969697,0.969697]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9852941176470589 [0.985294,0.985294]
area_under_roc_curve
0.9705882352941178 [0.970588,0.970588]
area_under_roc_curve
0.9848484848484849 [0.984848,0.984848]
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
0.97900390625 [0.96875,0.984375]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.97900390625 [0.96875,0.984375]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.989547263681592 [0.985075,0.992]
f_measure
0.979016354016354 [0.969697,0.984127]
f_measure
0.9894348178137651 [0.984615,0.992]
f_measure
1 [1,1]
kappa
0.953147877013177
kappa
1
kappa
1
kappa
0.953147877013177
kappa
1
kappa
1
kappa
0.9770773638968482
kappa
0.9538461538461538
kappa
0.9766182623677085
kappa
1
kb_relative_information_score
0.9519312603901624
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
0.9519312603901624
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
0.9762093256076048
kb_relative_information_score
0.9524186512152097
kb_relative_information_score
0.975798749832055
kb_relative_information_score
1
mean_absolute_error
0.020833333333333332
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0.020833333333333332
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0.010416666666666666
mean_absolute_error
0.020833333333333332
mean_absolute_error
0.010526315789473684
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
0.9798076923076923 [1,0.969231]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9798076923076923 [1,0.969231]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9897486772486772 [1,0.984127]
precision
0.9798177083333334 [1,0.96875]
precision
0.989640768588137 [1,0.984127]
precision
1 [1,1]
predictive_accuracy
0.9791666666666667
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9791666666666667
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9895833333333333
predictive_accuracy
0.9791666666666667
predictive_accuracy
0.9894736842105263
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
0.9791666666666666 [0.939394,1]
recall
1 [1,1]
recall
1 [1,1]
recall
0.9791666666666666 [0.939394,1]
recall
1 [1,1]
recall
1 [1,1]
recall
0.9895833333333334 [0.970588,1]
recall
0.9791666666666666 [0.941176,1]
recall
0.9894736842105263 [0.969697,1]
recall
1 [1,1]
relative_absolute_error
0.04607631389488834
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0.04607631389488834
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0.02287675150128678
relative_absolute_error
0.04575350300257356
relative_absolute_error
0.023223746280571854
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
0.14433756729740643
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.14433756729740643
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.10206207261596575
root_mean_squared_error
0.14433756729740643
root_mean_squared_error
0.10259783520851541
root_mean_squared_error
0
root_relative_squared_error
0.30388829296154096
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.30388829296154096
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.21337810001300034
root_relative_squared_error
0.3017622029517878
root_relative_squared_error
0.2154808870787696
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
138.13729400010288
usercpu_time_millis
137.25426199994217
usercpu_time_millis
137.2340399998393
usercpu_time_millis
137.4559529999715
usercpu_time_millis
137.4021700000867
usercpu_time_millis
138.5988230000521
usercpu_time_millis
139.1010140000617
usercpu_time_millis
139.572449999946
usercpu_time_millis
138.42108200003622
usercpu_time_millis
135.02134399993793
usercpu_time_millis_testing
11.375573000009354
usercpu_time_millis_testing
11.390249999976731
usercpu_time_millis_testing
11.252436999939164
usercpu_time_millis_testing
11.217984000040815
usercpu_time_millis_testing
11.25566800010347
usercpu_time_millis_testing
11.389710000003106
usercpu_time_millis_testing
11.390746000074614
usercpu_time_millis_testing
11.411662999989858
usercpu_time_millis_testing
11.08697500001199
usercpu_time_millis_testing
11.135266999986015
usercpu_time_millis_training
126.76172100009353
usercpu_time_millis_training
125.86401199996544
usercpu_time_millis_training
125.98160299990013
usercpu_time_millis_training
126.23796899993067
usercpu_time_millis_training
126.14650199998323
usercpu_time_millis_training
127.209113000049
usercpu_time_millis_training
127.71026799998708
usercpu_time_millis_training
128.16078699995614
usercpu_time_millis_training
127.33410700002423
usercpu_time_millis_training
123.88607699995191
wall_clock_time_millis
138.34691047668457
wall_clock_time_millis
137.33816146850586
wall_clock_time_millis
137.80975341796875
wall_clock_time_millis
137.51697540283203
wall_clock_time_millis
137.4819278717041
wall_clock_time_millis
138.71526718139648
wall_clock_time_millis
139.15348052978516
wall_clock_time_millis
139.62030410766602
wall_clock_time_millis
172.24812507629395
wall_clock_time_millis
151.11327171325684
wall_clock_time_millis_testing
11.384010314941406
wall_clock_time_millis_testing
11.402130126953125
wall_clock_time_millis_testing
11.26408576965332
wall_clock_time_millis_testing
11.228799819946289
wall_clock_time_millis_testing
11.265993118286133
wall_clock_time_millis_testing
11.426925659179688
wall_clock_time_millis_testing
11.408567428588867
wall_clock_time_millis_testing
11.423587799072266
wall_clock_time_millis_testing
11.098384857177734
wall_clock_time_millis_testing
11.153221130371094
wall_clock_time_millis_training
126.96290016174316
wall_clock_time_millis_training
125.93603134155273
wall_clock_time_millis_training
126.54566764831543
wall_clock_time_millis_training
126.28817558288574
wall_clock_time_millis_training
126.21593475341797
wall_clock_time_millis_training
127.2883415222168
wall_clock_time_millis_training
127.74491310119629
wall_clock_time_millis_training
128.19671630859375
wall_clock_time_millis_training
161.1497402191162
wall_clock_time_millis_training
139.96005058288574