9967
19039
Python_3.7.12. Sklearn_1.0.1. NumPy_1.19.5. SciPy_1.4.1.
memory
null
19039
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "columntransformer", "step_name": "columntransformer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "gradientboostingclassifier", "step_name": "gradientboostingclassifier"}}]
19039
verbose
false
19039
n_jobs
null
19031
remainder
"drop"
19031
sparse_threshold
0.3
19031
transformer_weights
null
19031
transformers
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cont"}}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "onehotencoder", "step_name": "onehotencoder", "argument_1": {"oml-python:serialized_object": "function", "value": "openml.extensions.sklearn.cat"}}}]
19031
verbose
false
19031
verbose_feature_names_out
true
19031
add_indicator
false
19032
copy
true
19032
fill_value
null
19032
missing_values
NaN
19032
strategy
"median"
19032
verbose
0
19032
categories
"auto"
19033
drop
null
19033
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
19033
handle_unknown
"ignore"
19033
sparse
true
19033
ccp_alpha
0.0
19040
criterion
"friedman_mse"
19040
init
null
19040
learning_rate
0.7438214624943004
19040
loss
"deviance"
19040
max_depth
3
19040
max_features
null
19040
max_leaf_nodes
530
19040
min_impurity_decrease
0.0
19040
min_samples_leaf
73
19040
min_samples_split
2
19040
min_weight_fraction_leaf
0.0
19040
n_estimators
100
19040
n_iter_no_change
3
19040
random_state
35560
19040
subsample
1.0
19040
tol
0.0001
19040
validation_fraction
0.18674523638480994
19040
verbose
0
19040
warm_start
false
19040
openml-python
Sklearn_1.0.1.
usercpu_time_millis_training
278.0342429996381
usercpu_time_millis_training
289.04124700056855
usercpu_time_millis_training
336.1063819993433
usercpu_time_millis_training
367.35205199875054
usercpu_time_millis_training
306.4929310003208
usercpu_time_millis_training
297.02167399955215
usercpu_time_millis_training
475.037992999205
usercpu_time_millis_training
375.1406669998687
usercpu_time_millis_training
322.66260700089333
usercpu_time_millis_training
339.266614000735
wall_clock_time_millis_training
283.9927673339844
wall_clock_time_millis_training
294.59571838378906
wall_clock_time_millis_training
349.2159843444824
wall_clock_time_millis_training
397.9485034942627
wall_clock_time_millis_training
322.65496253967285
wall_clock_time_millis_training
314.3901824951172
wall_clock_time_millis_training
487.79749870300293
wall_clock_time_millis_training
377.66551971435547
wall_clock_time_millis_training
325.99449157714844
wall_clock_time_millis_training
343.9188003540039
usercpu_time_millis_testing
6.293598999036476
usercpu_time_millis_testing
7.120008000129019
usercpu_time_millis_testing
6.3834709999355255
usercpu_time_millis_testing
6.86184299956949
usercpu_time_millis_testing
6.222666999747162
usercpu_time_millis_testing
6.8629699999291915
usercpu_time_millis_testing
6.805712000641506
usercpu_time_millis_testing
6.414970999685465
usercpu_time_millis_testing
6.3549499991495395
usercpu_time_millis_testing
4.240029998982209
usercpu_time_millis
284.32784199867456
usercpu_time_millis
296.16125500069757
usercpu_time_millis
342.4898529992788
usercpu_time_millis
374.21389499832003
usercpu_time_millis
312.715598000068
usercpu_time_millis
303.88464399948134
usercpu_time_millis
481.8437049998465
usercpu_time_millis
381.55563799955416
usercpu_time_millis
329.01755700004287
usercpu_time_millis
343.5066439997172
wall_clock_time_millis_testing
6.363153457641602
wall_clock_time_millis_testing
7.570743560791016
wall_clock_time_millis_testing
6.390810012817383
wall_clock_time_millis_testing
8.731365203857422
wall_clock_time_millis_testing
6.276369094848633
wall_clock_time_millis_testing
6.878852844238281
wall_clock_time_millis_testing
6.80994987487793
wall_clock_time_millis_testing
6.421804428100586
wall_clock_time_millis_testing
6.384134292602539
wall_clock_time_millis_testing
4.245758056640625
wall_clock_time_millis
290.355920791626
wall_clock_time_millis
302.1664619445801
wall_clock_time_millis
355.6067943572998
wall_clock_time_millis
406.6798686981201
wall_clock_time_millis
328.9313316345215
wall_clock_time_millis
321.26903533935547
wall_clock_time_millis
494.60744857788086
wall_clock_time_millis
384.08732414245605
wall_clock_time_millis
332.378625869751
wall_clock_time_millis
348.16455841064453
predictive_accuracy
0.9846153846153847
predictive_accuracy
0.979381443298969
predictive_accuracy
0.979381443298969
predictive_accuracy
0.9690721649484536
predictive_accuracy
0.9948453608247423
predictive_accuracy
0.979381443298969
predictive_accuracy
0.9896907216494846
predictive_accuracy
0.9742268041237113
predictive_accuracy
0.9845360824742269
predictive_accuracy
0.9742268041237113