1838192
1526
Josep Pon Farreny
9977
Supervised Classification
4834
sklearn.tree.tree.DecisionTreeClassifier(3)
24107
min_impurity_split
1e-07
4834
class_weight
None
4834
min_weight_fraction_leaf
0.0
4834
max_leaf_nodes
None
4834
splitter
best
4834
min_samples_leaf
1
4834
min_samples_split
2
4834
random_state
None
4834
criterion
gini
4834
max_features
None
4834
presort
False
4834
max_depth
None
4834
Mon_Oct_31_13.06.52_2016
NumPy_1.11.2.
Python_3.5.2.
run_task
SciPy_0.18.1.
sklearn.tree.tree.DecisionTreeClassifier
Sklearn_0.18.
1486
nomao
https://www.openml.org/data/download/1592278/phpDYCOet
-1
4614711
description
https://api.openml.org/data/download/4614711/description.xml
-1
4614710
predictions
https://api.openml.org/data/download/4614710/predictions.csv
area_under_roc_curve
0.934637 [0.934637,0.934637]
average_cost
0
f_measure
0.947239 [0.907471,0.963139]
kappa
0.87061
kb_relative_information_score
29635.897704
mean_absolute_error
0.052735
mean_prior_absolute_error
0.40809
number_of_instances
34465 [9844,24621]
precision
0.947202 [0.909834,0.962143]
predictive_accuracy
0.94728
prior_entropy
0.863016
recall
0.94728 [0.90512,0.964136]
relative_absolute_error
0.129223
root_mean_prior_squared_error
0.451711
root_mean_squared_error
0.229574
root_relative_squared_error
0.508232
total_cost
0
area_under_roc_curve
0.934151 [0.934151,0.934151]
area_under_roc_curve
0.933561 [0.933561,0.933561]
area_under_roc_curve
0.931042 [0.931042,0.931042]
area_under_roc_curve
0.942417 [0.942417,0.942417]
area_under_roc_curve
0.941926 [0.941926,0.941926]
area_under_roc_curve
0.93162 [0.93162,0.93162]
area_under_roc_curve
0.930384 [0.930384,0.930384]
area_under_roc_curve
0.941679 [0.941679,0.941679]
area_under_roc_curve
0.931317 [0.931317,0.931317]
area_under_roc_curve
0.928266 [0.928266,0.928266]
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
0.946056 [0.905584,0.962226]
f_measure
0.946555 [0.906218,0.962693]
f_measure
0.94453 [0.9027,0.961265]
f_measure
0.953003 [0.917766,0.9671]
f_measure
0.952705 [0.917217,0.966904]
f_measure
0.946173 [0.905177,0.962558]
f_measure
0.942049 [0.898888,0.9593]
f_measure
0.953229 [0.917899,0.967349]
f_measure
0.94372 [0.901523,0.960585]
f_measure
0.944357 [0.901698,0.961406]
kappa
0.86781
kappa
0.868912
kappa
0.863966
kappa
0.884866
kappa
0.88412
kappa
0.867739
kappa
0.858189
kappa
0.885249
kappa
0.862108
kappa
0.863114
kb_relative_information_score
2951.530543
kb_relative_information_score
2959.535634
kb_relative_information_score
2939.778024
kb_relative_information_score
3016.830543
kb_relative_information_score
3014.546587
kb_relative_information_score
2953.99826
kb_relative_information_score
2913.770482
kb_relative_information_score
3017.765863
kb_relative_information_score
2930.085409
kb_relative_information_score
2938.056359
mean_absolute_error
0.054018
mean_absolute_error
0.053293
mean_absolute_error
0.055469
mean_absolute_error
0.047055
mean_absolute_error
0.047287
mean_absolute_error
0.053685
mean_absolute_error
0.058096
mean_absolute_error
0.046721
mean_absolute_error
0.056297
mean_absolute_error
0.055427
mean_prior_absolute_error
0.408023
mean_prior_absolute_error
0.408147
mean_prior_absolute_error
0.408147
mean_prior_absolute_error
0.408147
mean_prior_absolute_error
0.408147
mean_prior_absolute_error
0.408058
mean_prior_absolute_error
0.408058
mean_prior_absolute_error
0.408058
mean_prior_absolute_error
0.408058
mean_prior_absolute_error
0.408058
number_of_instances
3447 [984,2463]
number_of_instances
3447 [985,2462]
number_of_instances
3447 [985,2462]
number_of_instances
3447 [985,2462]
number_of_instances
3447 [985,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
number_of_instances
3446 [984,2462]
precision
0.946074 [0.904665,0.962617]
precision
0.946501 [0.909928,0.961134]
precision
0.94448 [0.90593,0.959903]
precision
0.953003 [0.917766,0.9671]
precision
0.952698 [0.917683,0.966707]
precision
0.946087 [0.913133,0.959258]
precision
0.942156 [0.894366,0.961256]
precision
0.953188 [0.921187,0.965978]
precision
0.943738 [0.900609,0.960976]
precision
0.944261 [0.913452,0.956574]
predictive_accuracy
0.94604
predictive_accuracy
0.94662
predictive_accuracy
0.944589
predictive_accuracy
0.953003
predictive_accuracy
0.952713
predictive_accuracy
0.946315
predictive_accuracy
0.941962
predictive_accuracy
0.953279
predictive_accuracy
0.943703
predictive_accuracy
0.944573
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
prior_entropy
0.863016
recall
0.94604 [0.906504,0.961835]
recall
0.94662 [0.902538,0.964257]
recall
0.944589 [0.899492,0.962632]
recall
0.953003 [0.917766,0.9671]
recall
0.952713 [0.916751,0.9671]
recall
0.946315 [0.897358,0.965881]
recall
0.941962 [0.903455,0.957352]
recall
0.953279 [0.914634,0.968725]
recall
0.943703 [0.902439,0.960195]
recall
0.944573 [0.890244,0.966288]
relative_absolute_error
0.13239
relative_absolute_error
0.130572
relative_absolute_error
0.135903
relative_absolute_error
0.11529
relative_absolute_error
0.115859
relative_absolute_error
0.131563
relative_absolute_error
0.142373
relative_absolute_error
0.114495
relative_absolute_error
0.137963
relative_absolute_error
0.13583
root_mean_prior_squared_error
0.451636
root_mean_prior_squared_error
0.451774
root_mean_prior_squared_error
0.451774
root_mean_prior_squared_error
0.451774
root_mean_prior_squared_error
0.451774
root_mean_prior_squared_error
0.451675
root_mean_prior_squared_error
0.451675
root_mean_prior_squared_error
0.451675
root_mean_prior_squared_error
0.451675
root_mean_prior_squared_error
0.451675
root_mean_squared_error
0.232318
root_mean_squared_error
0.230594
root_mean_squared_error
0.235419
root_mean_squared_error
0.216816
root_mean_squared_error
0.217457
root_mean_squared_error
0.231701
root_mean_squared_error
0.240935
root_mean_squared_error
0.21615
root_mean_squared_error
0.23727
root_mean_squared_error
0.235429
root_relative_squared_error
0.514392
root_relative_squared_error
0.51042
root_relative_squared_error
0.521099
root_relative_squared_error
0.479921
root_relative_squared_error
0.48134
root_relative_squared_error
0.512982
root_relative_squared_error
0.533426
root_relative_squared_error
0.478552
root_relative_squared_error
0.525312
root_relative_squared_error
0.521234
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