16
19037
Python_3.8.10. Sklearn_0.24.2. NumPy_1.17.4. SciPy_1.3.3.
memory
null
19037
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"}}]
19037
verbose
false
19037
n_jobs
null
18996
remainder
"drop"
18996
sparse_threshold
0.3
18996
transformer_weights
null
18996
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"}}}]
18996
verbose
false
18996
add_indicator
false
18819
copy
true
18819
fill_value
null
18819
missing_values
NaN
18819
strategy
"median"
18819
verbose
0
18819
categories
"auto"
18997
drop
null
18997
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
18997
handle_unknown
"ignore"
18997
sparse
true
18997
ccp_alpha
0.0
19038
criterion
"friedman_mse"
19038
init
null
19038
learning_rate
0.2919714873734341
19038
loss
"deviance"
19038
max_depth
3
19038
max_features
null
19038
max_leaf_nodes
1352
19038
min_impurity_decrease
0.0
19038
min_impurity_split
null
19038
min_samples_leaf
26
19038
min_samples_split
2
19038
min_weight_fraction_leaf
0.0
19038
n_estimators
100
19038
n_iter_no_change
17
19038
random_state
47998
19038
subsample
1.0
19038
tol
0.0001
19038
validation_fraction
0.09025431408150947
19038
verbose
0
19038
warm_start
false
19038
openml-python
Sklearn_0.24.2.
usercpu_time_millis_training
17186.720413999865
usercpu_time_millis_training
14761.268172999735
usercpu_time_millis_training
15782.869998999558
usercpu_time_millis_training
16045.573296999464
usercpu_time_millis_training
11125.73372999941
usercpu_time_millis_training
10894.610136000665
usercpu_time_millis_training
12903.432660000362
usercpu_time_millis_training
12613.053046999994
usercpu_time_millis_training
11124.401940000098
usercpu_time_millis_training
15240.513992999695
wall_clock_time_millis_training
17199.942111968994
wall_clock_time_millis_training
15109.946250915527
wall_clock_time_millis_training
15809.145212173462
wall_clock_time_millis_training
16071.805715560913
wall_clock_time_millis_training
11539.81900215149
wall_clock_time_millis_training
10896.35682106018
wall_clock_time_millis_training
12909.035682678223
wall_clock_time_millis_training
13880.445957183838
wall_clock_time_millis_training
11133.278846740723
wall_clock_time_millis_training
15256.53052330017
usercpu_time_millis_testing
3.5664999995788094
usercpu_time_millis_testing
4.049999999551801
usercpu_time_millis_testing
4.336799000157043
usercpu_time_millis_testing
3.242299000703497
usercpu_time_millis_testing
3.790099999605445
usercpu_time_millis_testing
3.7066009999762173
usercpu_time_millis_testing
3.927599999769882
usercpu_time_millis_testing
3.2444010003018775
usercpu_time_millis_testing
3.230700000131037
usercpu_time_millis_testing
3.244999999878928
usercpu_time_millis
17190.286913999444
usercpu_time_millis
14765.318172999287
usercpu_time_millis
15787.206797999715
usercpu_time_millis
16048.815596000168
usercpu_time_millis
11129.523829999016
usercpu_time_millis
10898.316737000641
usercpu_time_millis
12907.360260000132
usercpu_time_millis
12616.297448000296
usercpu_time_millis
11127.632640000229
usercpu_time_millis
15243.758992999574
wall_clock_time_millis_testing
3.568887710571289
wall_clock_time_millis_testing
4.053592681884766
wall_clock_time_millis_testing
4.536628723144531
wall_clock_time_millis_testing
3.2455921173095703
wall_clock_time_millis_testing
3.793954849243164
wall_clock_time_millis_testing
3.7136077880859375
wall_clock_time_millis_testing
3.931283950805664
wall_clock_time_millis_testing
3.2482147216796875
wall_clock_time_millis_testing
3.235340118408203
wall_clock_time_millis_testing
3.248453140258789
wall_clock_time_millis
17203.510999679565
wall_clock_time_millis
15113.999843597412
wall_clock_time_millis
15813.681840896606
wall_clock_time_millis
16075.051307678223
wall_clock_time_millis
11543.612957000732
wall_clock_time_millis
10900.070428848267
wall_clock_time_millis
12912.966966629028
wall_clock_time_millis
13883.694171905518
wall_clock_time_millis
11136.51418685913
wall_clock_time_millis
15259.77897644043
predictive_accuracy
0.96
predictive_accuracy
0.955
predictive_accuracy
0.945
predictive_accuracy
0.945
predictive_accuracy
0.945
predictive_accuracy
0.945
predictive_accuracy
0.95
predictive_accuracy
0.96
predictive_accuracy
0.97
predictive_accuracy
0.935