10154613
7789
Sarim Zafar
24
Supervised Classification
8945
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute.SimpleImputer,decisiontreeclassifier=sklearn.tree.tree.DecisionTreeClassifier)(2)
8080244
class_weight
null
8906
criterion
"gini"
8906
max_depth
null
8906
max_features
null
8906
max_leaf_nodes
null
8906
min_impurity_decrease
0.0
8906
min_impurity_split
null
8906
min_samples_leaf
1
8906
min_samples_split
2
8906
min_weight_fraction_leaf
0.0
8906
presort
false
8906
random_state
13758
8906
splitter
"best"
8906
memory
null
8945
copy
true
8946
fill_value
null
8946
missing_values
NaN
8946
strategy
"mean"
8946
verbose
0
8946
openml-python
Sklearn_0.20.2.
24
mushroom
https://www.openml.org/data/download/24/dataset_24_mushroom.arff
-1
21229793
description
https://api.openml.org/data/download/21229793/description.xml
-1
21229794
predictions
https://api.openml.org/data/download/21229794/predictions.arff
area_under_roc_curve
1 [1,1]
average_cost
0
f_measure
1 [1,1]
kappa
1
kb_relative_information_score
8123.996269144268
mean_absolute_error
0
mean_prior_absolute_error
0.49935421348134423
number_of_instances
8124 [4208,3916]
precision
1 [1,1]
predictive_accuracy
1
prior_entropy
0.9990683557398777
recall
1 [1,1]
relative_absolute_error
0
root_mean_prior_squared_error
0.49967692289019955
root_mean_squared_error
0
root_relative_squared_error
0
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
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
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kb_relative_information_score
813.0111286820394
kb_relative_information_score
813.0111286820394
kb_relative_information_score
813.0111286820394
kb_relative_information_score
813.0111286820394
kb_relative_information_score
811.9573506995503
kb_relative_information_score
811.9573506995503
kb_relative_information_score
811.9573506995503
kb_relative_information_score
811.9573506995503
kb_relative_information_score
812.0611758090079
kb_relative_information_score
812.0611758090079
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_prior_absolute_error
0.49935911000753513
mean_prior_absolute_error
0.49935911000753513
mean_prior_absolute_error
0.49935911000753513
mean_prior_absolute_error
0.49935911000753513
mean_prior_absolute_error
0.49933619386290923
mean_prior_absolute_error
0.49933619386290923
mean_prior_absolute_error
0.49933619386290923
mean_prior_absolute_error
0.49933619386290923
mean_prior_absolute_error
0.4993804476053816
mean_prior_absolute_error
0.4993804476053816
number_of_instances
813 [421,392]
number_of_instances
813 [421,392]
number_of_instances
813 [421,392]
number_of_instances
813 [421,392]
number_of_instances
812 [421,391]
number_of_instances
812 [421,391]
number_of_instances
812 [421,391]
number_of_instances
812 [421,391]
number_of_instances
812 [420,392]
number_of_instances
812 [420,392]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
prior_entropy
0.9990683557398777
prior_entropy
0.9990683557398777
prior_entropy
0.9990683557398777
prior_entropy
0.9990683557398777
prior_entropy
0.9990683557398777
prior_entropy
0.9990683557398777
prior_entropy
0.9990683557398777
prior_entropy
0.9990683557398777
prior_entropy
0.9990683557398777
prior_entropy
0.9990683557398777
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
root_mean_prior_squared_error
0.4996818225583471
root_mean_prior_squared_error
0.4996818225583471
root_mean_prior_squared_error
0.4996818225583471
root_mean_prior_squared_error
0.4996818225583471
root_mean_prior_squared_error
0.4996588912954573
root_mean_prior_squared_error
0.4996588912954573
root_mean_prior_squared_error
0.4996588912954573
root_mean_prior_squared_error
0.4996588912954573
root_mean_prior_squared_error
0.4997031732869804
root_mean_prior_squared_error
0.4997031732869804
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
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
total_cost
0
usercpu_time_millis
10.492999999982544
usercpu_time_millis
10.00999999999408
usercpu_time_millis
9.088000000005536
usercpu_time_millis
9.349999999983538
usercpu_time_millis
9.714000000030865
usercpu_time_millis
10.097000000001799
usercpu_time_millis
10.075000000014711
usercpu_time_millis
9.812999999994076
usercpu_time_millis
10.983000000010179
usercpu_time_millis
9.917999999998983
usercpu_time_millis_testing
0.6939999999815427
usercpu_time_millis_testing
0.9739999999993643
usercpu_time_millis_testing
0.6209999999953197
usercpu_time_millis_testing
0.7559999999813272
usercpu_time_millis_testing
0.6840000000067903
usercpu_time_millis_testing
0.6900000000058526
usercpu_time_millis_testing
0.9700000000094633
usercpu_time_millis_testing
0.6740000000036162
usercpu_time_millis_testing
1.512000000005287
usercpu_time_millis_testing
0.6760000000127775
usercpu_time_millis_training
9.799000000001001
usercpu_time_millis_training
9.035999999994715
usercpu_time_millis_training
8.467000000010216
usercpu_time_millis_training
8.594000000002211
usercpu_time_millis_training
9.030000000024074
usercpu_time_millis_training
9.406999999995946
usercpu_time_millis_training
9.105000000005248
usercpu_time_millis_training
9.13899999999046
usercpu_time_millis_training
9.471000000004892
usercpu_time_millis_training
9.241999999986206