8777903
4009
Vishal Chouskey
14967
Supervised Classification
7717
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.tree.tree.DecisionTreeClassifier)(3)
6753223
categorical_features
[0, 1]
7256
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
7256
handle_unknown
"ignore"
7256
n_values
"auto"
7256
sparse
true
7256
threshold
0.0
7345
axis
0
7660
categorical_features
[0, 1]
7660
copy
true
7660
fill_empty
0
7660
missing_values
"NaN"
7660
strategy
"median"
7660
strategy_nominal
"most_frequent"
7660
verbose
0
7660
class_weight
null
7718
criterion
"entropy"
7718
max_depth
1.1053570143540132
7718
max_features
null
7718
max_leaf_nodes
null
7718
min_impurity_split
1e-07
7718
min_samples_leaf
4
7718
min_samples_split
18
7718
min_weight_fraction_leaf
0.0
7718
presort
false
7718
random_state
21604
7718
splitter
"best"
7718
openml-pimp
openml-python
Sklearn_0.18.2.
23380
cjs
https://www.openml.org/data/download/1910442/phpDAC5gS
-1
18472027
description
https://api.openml.org/data/download/18472027/description.xml
-1
18472028
predictions
https://api.openml.org/data/download/18472028/predictions.arff
area_under_roc_curve
0.5890527432166436 [0.577007,0.536993,0.60761,0.501175,0.629184,0.736363]
average_cost
0
kappa
0.09804286512418335
kb_relative_information_score
321.2075732468257
mean_absolute_error
0.2617556194285541
mean_prior_absolute_error
0.27287997162595995
number_of_instances
2796 [576,341,680,511,414,274]
predictive_accuracy
0.2982832618025751
prior_entropy
2.5206634795042744
recall
0.2982832618025751 [0,0,0.939706,0,0.471014,0]
relative_absolute_error
0.959233533589434
root_mean_prior_squared_error
0.3693707377543301
root_mean_squared_error
0.3621254504499091
root_relative_squared_error
0.9803847826482674
total_cost
0
area_under_roc_curve
0.5930662211518192 [0.583799,0.543879,0.638319,0.463225,0.608634,0.775794]
area_under_roc_curve
0.6002163225541908 [0.562053,0.610832,0.589761,0.523161,0.665782,0.736111]
area_under_roc_curve
0.6097070117409459 [0.609273,0.561095,0.600028,0.517681,0.711093,0.712302]
area_under_roc_curve
0.5872577613668765 [0.597235,0.497131,0.593785,0.520892,0.613889,0.742063]
area_under_roc_curve
0.5690483474221788 [0.543259,0.54077,0.586154,0.509953,0.560567,0.743669]
area_under_roc_curve
0.600764986811277 [0.56617,0.573469,0.61182,0.516611,0.657771,0.755014]
area_under_roc_curve
0.6133795755764916 [0.58926,0.523589,0.634339,0.531347,0.76085,0.650132]
area_under_roc_curve
0.5707569349288434 [0.583807,0.528932,0.591929,0.471104,0.555003,0.755291]
area_under_roc_curve
0.6096459170485943 [0.597795,0.578331,0.600676,0.518189,0.703436,0.723545]
area_under_roc_curve
0.6063910775274257 [0.580488,0.559124,0.626986,0.509546,0.618596,0.832672]
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
kappa
0.09982538309643096
kappa
0.09525596879742809
kappa
0.11498337727845924
kappa
0.08137694539699292
kappa
0.060387228372620914
kappa
0.1032093600888947
kappa
0.1491518718164285
kappa
0.06212244762110798
kappa
0.11468094600624722
kappa
0.09894709090609498
kb_relative_information_score
33.18847906703713
kb_relative_information_score
32.5370504745005
kb_relative_information_score
33.74656189918699
kb_relative_information_score
30.662225752082833
kb_relative_information_score
28.208234340866987
kb_relative_information_score
32.83230828754971
kb_relative_information_score
33.12922526035723
kb_relative_information_score
28.68643722647218
kb_relative_information_score
33.78919378801563
kb_relative_information_score
34.427857150756
mean_absolute_error
0.26156862563107186
mean_absolute_error
0.2623897077022462
mean_absolute_error
0.2606945221101637
mean_absolute_error
0.2618668856447653
mean_absolute_error
0.263968246459444
mean_absolute_error
0.2617000251427327
mean_absolute_error
0.2608220201996957
mean_absolute_error
0.2630439569312603
mean_absolute_error
0.2605965242241005
mean_absolute_error
0.26089975086326445
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272904982835389
mean_prior_absolute_error
0.272804289453111
mean_prior_absolute_error
0.27287651677373237
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
mean_prior_absolute_error
0.2728747259382053
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,51,41,28]
number_of_instances
280 [58,34,68,52,41,27]
number_of_instances
280 [58,35,68,51,41,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
number_of_instances
279 [57,34,68,51,42,27]
predictive_accuracy
0.29642857142857143
predictive_accuracy
0.29285714285714287
predictive_accuracy
0.3107142857142857
predictive_accuracy
0.28928571428571426
predictive_accuracy
0.2714285714285714
predictive_accuracy
0.3
predictive_accuracy
0.33691756272401435
predictive_accuracy
0.27598566308243727
predictive_accuracy
0.3118279569892473
predictive_accuracy
0.2974910394265233
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
prior_entropy
2.5206634795042744
recall
0.29642857142857143 [0,0,0.955882,0,0.439024,0]
recall
0.29285714285714287 [0,0,0.882353,0,0.536585,0]
recall
0.3107142857142857 [0,0,0.926471,0,0.585366,0]
recall
0.2892857142857143 [0,0,0.970588,0,0.365854,0]
recall
0.2714285714285714 [0,0,0.941176,0,0.292683,0]
recall
0.3 [0,0,0.926471,0,0.512195,0]
recall
0.33691756272401435 [0,0,0.955882,0,0.690476,0]
recall
0.27598566308243727 [0,0,0.970588,0,0.261905,0]
recall
0.3118279569892473 [0,0,0.926471,0,0.571429,0]
recall
0.2974910394265233 [0,0,0.941176,0,0.452381,0]
relative_absolute_error
0.9584604242599886
relative_absolute_error
0.9614690980578928
relative_absolute_error
0.9552574650768088
relative_absolute_error
0.9595533321673293
relative_absolute_error
0.9676103223619372
relative_absolute_error
0.9590419440883323
relative_absolute_error
0.9558306263173709
relative_absolute_error
0.963973325220412
relative_absolute_error
0.9550042545278258
relative_absolute_error
0.9561154847383971
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36940459271455434
root_mean_prior_squared_error
0.36926827610333357
root_mean_prior_squared_error
0.36936606105183667
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_prior_squared_error
0.3693636368423697
root_mean_squared_error
0.36193333141416095
root_mean_squared_error
0.3632041782065791
root_mean_squared_error
0.3605996395443426
root_mean_squared_error
0.3620029333917015
root_mean_squared_error
0.36531430350636546
root_mean_squared_error
0.36208483275534104
root_mean_squared_error
0.36071456926706846
root_mean_squared_error
0.3637719097945415
root_mean_squared_error
0.3607134607613895
root_mean_squared_error
0.3608763902223732
root_relative_squared_error
0.9797748554085614
root_relative_squared_error
0.9832151125615094
root_relative_squared_error
0.9761644729278841
root_relative_squared_error
0.9799632720631269
root_relative_squared_error
0.989292411905263
root_relative_squared_error
0.9802872297585733
root_relative_squared_error
0.9765838682734425
root_relative_squared_error
0.9848611869440344
root_relative_squared_error
0.9765808671505155
root_relative_squared_error
0.9770219757078616
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
50.73646799999998
usercpu_time_millis
51.77081900000014
usercpu_time_millis
50.430822000000035
usercpu_time_millis
50.0241400000001
usercpu_time_millis
49.98113799999993
usercpu_time_millis
50.95430500000009
usercpu_time_millis
49.645707000000044
usercpu_time_millis
49.72337600000021
usercpu_time_millis
48.1506899999995
usercpu_time_millis
48.50975700000015
usercpu_time_millis_testing
5.258146999999935
usercpu_time_millis_testing
5.5968609999998975
usercpu_time_millis_testing
5.2277499999999755
usercpu_time_millis_testing
5.217650000000074
usercpu_time_millis_testing
5.2758619999999645
usercpu_time_millis_testing
5.2684270000000755
usercpu_time_millis_testing
5.235027999999975
usercpu_time_millis_testing
5.211368000000327
usercpu_time_millis_testing
5.3215959999999285
usercpu_time_millis_testing
5.108149000000228
usercpu_time_millis_training
45.478321000000044
usercpu_time_millis_training
46.17395800000024
usercpu_time_millis_training
45.20307200000006
usercpu_time_millis_training
44.80649000000003
usercpu_time_millis_training
44.70527599999996
usercpu_time_millis_training
45.68587800000002
usercpu_time_millis_training
44.410679000000066
usercpu_time_millis_training
44.51200799999988
usercpu_time_millis_training
42.82909399999957
usercpu_time_millis_training
43.401607999999925