3
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": []}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "nominal", "step_name": "nominal", "argument_1": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35]}}]
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
"median"
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
20
18971
min_samples_split
11
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
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
62.5
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
46.875
usercpu_time_millis_training
31.25
usercpu_time_millis_training
62.5
wall_clock_time_millis_training
46.88072204589844
wall_clock_time_millis_training
46.87786102294922
wall_clock_time_millis_training
46.9050407409668
wall_clock_time_millis_training
46.906471252441406
wall_clock_time_millis_training
62.538862228393555
wall_clock_time_millis_training
46.85378074645996
wall_clock_time_millis_training
46.91195487976074
wall_clock_time_millis_training
46.85473442077637
wall_clock_time_millis_training
46.86117172241211
wall_clock_time_millis_training
62.506675720214844
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
0.0
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
0.0
usercpu_time_millis
62.5
usercpu_time_millis
46.875
usercpu_time_millis
46.875
usercpu_time_millis
46.875
usercpu_time_millis
62.5
usercpu_time_millis
62.5
usercpu_time_millis
62.5
usercpu_time_millis
62.5
usercpu_time_millis
46.875
usercpu_time_millis
62.5
wall_clock_time_millis_testing
20.10631561279297
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
0.0
wall_clock_time_millis_testing
15.656471252441406
wall_clock_time_millis_testing
15.594005584716797
wall_clock_time_millis_testing
15.654563903808594
wall_clock_time_millis_testing
15.616416931152344
wall_clock_time_millis_testing
0.0
wall_clock_time_millis
66.9870376586914
wall_clock_time_millis
46.87786102294922
wall_clock_time_millis
46.9050407409668
wall_clock_time_millis
46.906471252441406
wall_clock_time_millis
62.538862228393555
wall_clock_time_millis
62.51025199890137
wall_clock_time_millis
62.50596046447754
wall_clock_time_millis
62.50929832458496
wall_clock_time_millis
62.47758865356445
wall_clock_time_millis
62.506675720214844
predictive_accuracy
0.9875
predictive_accuracy
0.971875
predictive_accuracy
0.959375
predictive_accuracy
0.99375
predictive_accuracy
0.978125
predictive_accuracy
0.975
predictive_accuracy
0.9811912225705329
predictive_accuracy
0.9561128526645768
predictive_accuracy
0.9749216300940439
predictive_accuracy
0.9717868338557993