1836147
1526
Josep Pon Farreny
3577
Supervised Classification
predictive_accuracy
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
NumPy_1.11.2.
Python_3.5.2.
run_task
SciPy_0.18.1.
sklearn.tree.tree.DecisionTreeClassifier
Sklearn_0.18.
Thu_Oct_27_17.48.47_2016
685
visualizing_livestock
https://www.openml.org/data/download/52985/visualizing_livestock.arff
-1
4610610
description
https://api.openml.org/data/download/4610610/description.xml
-1
4610611
predictions
https://api.openml.org/data/download/4610611/predictions.csv
area_under_roc_curve
0.605769 [0.600962,0.778846,0.524038,0.649038,0.475962]
average_cost
0
f_measure
0.368222 [0.363636,0.641509,0.217391,0.44,0.178571]
kappa
0.211538
kb_relative_information_score
36.630956
mean_absolute_error
0.252308
mean_prior_absolute_error
0.32
number_of_instances
130 [26,26,26,26,26]
precision
0.369891 [0.344828,0.62963,0.25,0.458333,0.166667]
predictive_accuracy
0.369231
prior_entropy
2.321928
recall
0.369231 [0.384615,0.653846,0.192308,0.423077,0.192308]
relative_absolute_error
0.788462
root_mean_prior_squared_error
0.4
root_mean_squared_error
0.502302
root_relative_squared_error
1.255756
total_cost
0
area_under_roc_curve
0.568182 [0.454545,0.783333,0.35,0.863636,0.45]
area_under_roc_curve
0.763636 [0.659091,0.666667,0.95,0.704545,0.783333]
area_under_roc_curve
0.618182 [0.616667,0.833333,0.409091,0.409091,0.683333]
area_under_roc_curve
0.663636 [0.616667,0.95,0.409091,0.954545,0.4]
area_under_roc_curve
0.622727 [0.616667,0.783333,0.454545,0.783333,0.318182]
area_under_roc_curve
0.568182 [0.733333,0.616667,0.454545,0.4,0.613636]
area_under_roc_curve
0.481818 [0.3,0.909091,0.5,0.5,0.272727]
area_under_roc_curve
0.568182 [0.633333,0.454545,0.45,0.833333,0.363636]
area_under_roc_curve
0.622727 [0.659091,0.863636,0.566667,0.666667,0.45]
area_under_roc_curve
0.604545 [0.704545,1,0.566667,0.516667,0.4]
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
0.241758 [0,0.666667,0,0.571429,0]
f_measure
0.605495 [0.4,0.5,0.857143,0.5,0.666667]
f_measure
0.392308 [0.4,0.8,0,0,0.5]
f_measure
0.413187 [0.4,0.857143,0,0.8,0]
f_measure
0.4 [0.4,0.666667,0,0.666667,0]
f_measure
0.275458 [0.571429,0.4,0,0,0.333333]
f_measure
0.102564 [0,0.666667,0,0,0]
f_measure
0.287179 [0.444444,0,0,0.8,0]
f_measure
0.341758 [0.4,0.571429,0.333333,0.5,0]
f_measure
0.373626 [0.5,1,0.333333,0.285714,0]
kappa
0.139706
kappa
0.518519
kappa
0.223881
kappa
0.325926
kappa
0.22963
kappa
0.133333
kappa
-0.028777
kappa
0.126866
kappa
0.246377
kappa
0.223881
kb_relative_information_score
2.752178
kb_relative_information_score
7.306766
kb_relative_information_score
3.890825
kb_relative_information_score
5.029472
kb_relative_information_score
3.890825
kb_relative_information_score
2.752178
kb_relative_information_score
0.474884
kb_relative_information_score
2.752178
kb_relative_information_score
3.890825
kb_relative_information_score
3.890825
mean_absolute_error
0.276923
mean_absolute_error
0.153846
mean_absolute_error
0.246154
mean_absolute_error
0.215385
mean_absolute_error
0.246154
mean_absolute_error
0.276923
mean_absolute_error
0.338462
mean_absolute_error
0.276923
mean_absolute_error
0.246154
mean_absolute_error
0.246154
mean_prior_absolute_error
0.32
mean_prior_absolute_error
0.32
mean_prior_absolute_error
0.32
mean_prior_absolute_error
0.32
mean_prior_absolute_error
0.32
mean_prior_absolute_error
0.32
mean_prior_absolute_error
0.32
mean_prior_absolute_error
0.32
mean_prior_absolute_error
0.32
mean_prior_absolute_error
0.32
number_of_instances
13 [2,3,3,2,3]
number_of_instances
13 [2,3,3,2,3]
number_of_instances
13 [3,3,2,2,3]
number_of_instances
13 [3,3,2,2,3]
number_of_instances
13 [3,3,2,3,2]
number_of_instances
13 [3,3,2,3,2]
number_of_instances
13 [3,2,3,3,2]
number_of_instances
13 [3,2,3,3,2]
number_of_instances
13 [2,2,3,3,3]
number_of_instances
13 [2,2,3,3,3]
precision
0.215385 [0,0.666667,0,0.4,0]
precision
0.685897 [0.333333,1,0.75,0.5,0.666667]
precision
0.438462 [0.5,1,0,0,0.4]
precision
0.391026 [0.5,0.75,0,0.666667,0]
precision
0.423077 [0.5,0.666667,0,0.666667,0]
precision
0.269231 [0.5,0.5,0,0,0.25]
precision
0.076923 [0,0.5,0,0,0]
precision
0.307692 [0.333333,0,0,1,0]
precision
0.420513 [0.333333,0.4,0.333333,1,0]
precision
0.365385 [0.5,1,0.333333,0.25,0]
predictive_accuracy
0.307692
predictive_accuracy
0.615385
predictive_accuracy
0.384615
predictive_accuracy
0.461538
predictive_accuracy
0.384615
predictive_accuracy
0.307692
predictive_accuracy
0.153846
predictive_accuracy
0.307692
predictive_accuracy
0.384615
predictive_accuracy
0.384615
prior_entropy
2.321928
prior_entropy
2.321928
prior_entropy
2.321928
prior_entropy
2.321928
prior_entropy
2.321928
prior_entropy
2.321928
prior_entropy
2.321928
prior_entropy
2.321928
prior_entropy
2.321928
prior_entropy
2.321928
recall
0.307692 [0,0.666667,0,1,0]
recall
0.615385 [0.5,0.333333,1,0.5,0.666667]
recall
0.384615 [0.333333,0.666667,0,0,0.666667]
recall
0.461538 [0.333333,1,0,1,0]
recall
0.384615 [0.333333,0.666667,0,0.666667,0]
recall
0.307692 [0.666667,0.333333,0,0,0.5]
recall
0.153846 [0,1,0,0,0]
recall
0.307692 [0.666667,0,0,0.666667,0]
recall
0.384615 [0.5,1,0.333333,0.333333,0]
recall
0.384615 [0.5,1,0.333333,0.333333,0]
relative_absolute_error
0.865385
relative_absolute_error
0.480769
relative_absolute_error
0.769231
relative_absolute_error
0.673077
relative_absolute_error
0.769231
relative_absolute_error
0.865385
relative_absolute_error
1.057692
relative_absolute_error
0.865385
relative_absolute_error
0.769231
relative_absolute_error
0.769231
root_mean_prior_squared_error
0.4
root_mean_prior_squared_error
0.4
root_mean_prior_squared_error
0.4
root_mean_prior_squared_error
0.4
root_mean_prior_squared_error
0.4
root_mean_prior_squared_error
0.4
root_mean_prior_squared_error
0.4
root_mean_prior_squared_error
0.4
root_mean_prior_squared_error
0.4
root_mean_prior_squared_error
0.4
root_mean_squared_error
0.526235
root_mean_squared_error
0.392232
root_mean_squared_error
0.496139
root_mean_squared_error
0.464095
root_mean_squared_error
0.496139
root_mean_squared_error
0.526235
root_mean_squared_error
0.581774
root_mean_squared_error
0.526235
root_mean_squared_error
0.496139
root_mean_squared_error
0.496139
root_relative_squared_error
1.315587
root_relative_squared_error
0.980581
root_relative_squared_error
1.240347
root_relative_squared_error
1.160239
root_relative_squared_error
1.240347
root_relative_squared_error
1.315587
root_relative_squared_error
1.454436
root_relative_squared_error
1.315587
root_relative_squared_error
1.240347
root_relative_squared_error
1.240347
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