1
18983
Python_3.7.3. Sklearn_0.20.0. NumPy_1.21.5. SciPy_1.7.3.
memory
null
18983
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "variancethreshold", "step_name": "variancethreshold"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "decisiontreeclassifier", "step_name": "decisiontreeclassifier"}}]
18983
n_jobs
null
18952
remainder
"passthrough"
18952
sparse_threshold
0.3
18952
transformer_weights
null
18952
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "numeric", "step_name": "numeric", "argument_1": [3, 4, 8, 32, 33, 34]}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": [0, 1, 2, 5, 6, 7, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 35, 36, 37]}}]
18952
memory
null
18953
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "imputer", "step_name": "imputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}]
18953
axis
0
18954
copy
true
18954
missing_values
"NaN"
18954
strategy
"mean"
18954
verbose
0
18954
copy
true
18955
with_mean
true
18955
with_std
true
18955
memory
null
18956
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"}}]
18956
copy
true
18957
fill_value
-1
18957
missing_values
NaN
18957
strategy
"constant"
18957
verbose
0
18957
categorical_features
null
18958
categories
null
18958
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
18958
handle_unknown
"ignore"
18958
n_values
null
18958
sparse
true
18958
threshold
0.0
18959
class_weight
null
18971
criterion
"gini"
18971
max_depth
null
18971
max_features
1.0
18971
max_leaf_nodes
null
18971
min_impurity_decrease
0.0
18971
min_impurity_split
null
18971
min_samples_leaf
1
18971
min_samples_split
2
18971
min_weight_fraction_leaf
0.0
18971
presort
false
18971
random_state
0
18971
splitter
"best"
18971
openml-python
Sklearn_0.20.0.
usercpu_time_millis_training
62.5
usercpu_time_millis_training
46.875
usercpu_time_millis_training
78.125
usercpu_time_millis_training
62.5
usercpu_time_millis_training
78.125
usercpu_time_millis_training
78.125
usercpu_time_millis_training
78.125
usercpu_time_millis_training
31.25
usercpu_time_millis_training
31.25
usercpu_time_millis_training
62.5
wall_clock_time_millis_training
61.188459396362305
wall_clock_time_millis_training
40.106773376464844
wall_clock_time_millis_training
78.16839218139648
wall_clock_time_millis_training
60.12773513793945
wall_clock_time_millis_training
71.18773460388184
wall_clock_time_millis_training
79.23579216003418
wall_clock_time_millis_training
84.19251441955566
wall_clock_time_millis_training
43.114423751831055
wall_clock_time_millis_training
22.08542823791504
wall_clock_time_millis_training
73.23312759399414
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
15.625
usercpu_time_millis_testing
0.0
usercpu_time_millis_testing
15.625
usercpu_time_millis
78.125
usercpu_time_millis
62.5
usercpu_time_millis
93.75
usercpu_time_millis
62.5
usercpu_time_millis
78.125
usercpu_time_millis
78.125
usercpu_time_millis
93.75
usercpu_time_millis
46.875
usercpu_time_millis
31.25
usercpu_time_millis
78.125
wall_clock_time_millis_testing
6.016254425048828
wall_clock_time_millis_testing
11.02900505065918
wall_clock_time_millis_testing
10.029315948486328
wall_clock_time_millis_testing
11.031627655029297
wall_clock_time_millis_testing
8.048295974731445
wall_clock_time_millis_testing
6.986141204833984
wall_clock_time_millis_testing
10.02812385559082
wall_clock_time_millis_testing
7.021427154541016
wall_clock_time_millis_testing
5.01704216003418
wall_clock_time_millis_testing
12.992382049560547
wall_clock_time_millis
67.20471382141113
wall_clock_time_millis
51.13577842712402
wall_clock_time_millis
88.19770812988281
wall_clock_time_millis
71.15936279296875
wall_clock_time_millis
79.23603057861328
wall_clock_time_millis
86.22193336486816
wall_clock_time_millis
94.22063827514648
wall_clock_time_millis
50.13585090637207
wall_clock_time_millis
27.10247039794922
wall_clock_time_millis
86.22550964355469
predictive_accuracy
0.9888888888888889
predictive_accuracy
0.9777777777777777
predictive_accuracy
1.0
predictive_accuracy
0.9888888888888889
predictive_accuracy
0.9888888888888889
predictive_accuracy
1.0
predictive_accuracy
1.0
predictive_accuracy
0.9888888888888889
predictive_accuracy
1.0
predictive_accuracy
1.0