1837535
1526
Josep Pon Farreny
9922
Supervised Classification
predictive_accuracy
4830
sklearn.ensemble.forest.RandomForestClassifier(13)
24071
bootstrap
True
4830
warm_start
False
4830
min_samples_leaf
1
4830
criterion
gini
4830
min_samples_split
2
4830
random_state
None
4830
min_impurity_split
1e-07
4830
max_features
auto
4830
n_jobs
1
4830
class_weight
None
4830
max_leaf_nodes
None
4830
oob_score
False
4830
max_depth
None
4830
min_weight_fraction_leaf
0.0
4830
verbose
0
4830
n_estimators
10
4830
Fri_Oct_28_14.34.04_2016
NumPy_1.11.2.
Python_3.5.2.
run_task
SciPy_0.18.1.
sklearn.ensemble.forest.RandomForestClassifier
Sklearn_0.18.
1540
volcanoes-d3
https://www.openml.org/data/download/1593736/phpZvTVNJ
-1
4613389
description
https://api.openml.org/data/download/4613389/description.xml
-1
4613390
predictions
https://api.openml.org/data/download/4613390/predictions.csv
area_under_roc_curve
0.732409 [0.738269,0.618336,0.668414,0.668332,0.506121]
average_cost
0
f_measure
0.919234 [0.970082,0.088235,0.081633,0.033223,0.038095]
kappa
0.081573
kb_relative_information_score
-4885.634968
mean_absolute_error
0.037954
mean_prior_absolute_error
0.042816
number_of_instances
9285 [8771,58,119,241,96]
precision
0.905142 [0.948573,0.3,0.214286,0.083333,0.222222]
predictive_accuracy
0.939365
prior_entropy
0.411369
recall
0.939365 [0.992589,0.051724,0.05042,0.020747,0.020833]
relative_absolute_error
0.886429
root_mean_prior_squared_error
0.14606
root_mean_squared_error
0.148041
root_relative_squared_error
1.013563
total_cost
0
area_under_roc_curve
0.703842 [0.708585,0.488624,0.726418,0.66296,0.463587]
area_under_roc_curve
0.673007 [0.675632,0.650776,0.674618,0.651565,0.505658]
area_under_roc_curve
0.750418 [0.756677,0.640303,0.68098,0.66349,0.559521]
area_under_roc_curve
0.796181 [0.802945,0.736096,0.755362,0.725552,0.457563]
area_under_roc_curve
0.707205 [0.711725,0.648971,0.618003,0.684968,0.506202]
area_under_roc_curve
0.729922 [0.735294,0.634129,0.690443,0.666505,0.511928]
area_under_roc_curve
0.772765 [0.777919,0.67909,0.633506,0.783508,0.508878]
area_under_roc_curve
0.647112 [0.651161,0.687107,0.556223,0.56773,0.571999]
area_under_roc_curve
0.786744 [0.797047,0.479393,0.636281,0.663993,0.515657]
area_under_roc_curve
0.758686 [0.767612,0.560195,0.714429,0.616565,0.459195]
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
0.919675 [0.971143,0,0,0.071429,0]
f_measure
0.913646 [0.965865,0.285714,0,0,0]
f_measure
0.919214 [0.969933,0,0.125,0,0.181818]
f_measure
0.920783 [0.969222,0.5,0.2,0,0]
f_measure
0.915132 [0.969393,0,0,0,0]
f_measure
0.919529 [0.969866,0,0.25,0,0]
f_measure
0.915067 [0.96828,0,0,0,0]
f_measure
0.918282 [0.971682,0,0,0,0]
f_measure
0.9251 [0.973787,0,0,0.129032,0.153846]
f_measure
0.923637 [0.971619,0,0.142857,0.137931,0]
kappa
0.047032
kappa
0.065233
kappa
0.086272
kappa
0.152149
kappa
0.038285
kappa
0.095795
kappa
0.006974
kappa
0.031334
kappa
0.162746
kappa
0.10952
kb_relative_information_score
-388.045542
kb_relative_information_score
-587.793916
kb_relative_information_score
-456.631759
kb_relative_information_score
-480.353262
kb_relative_information_score
-669.6628
kb_relative_information_score
-526.499106
kb_relative_information_score
-462.649621
kb_relative_information_score
-395.401744
kb_relative_information_score
-496.259573
kb_relative_information_score
-422.337645
mean_absolute_error
0.034919
mean_absolute_error
0.04099
mean_absolute_error
0.037158
mean_absolute_error
0.038751
mean_absolute_error
0.042928
mean_absolute_error
0.038707
mean_absolute_error
0.037802
mean_absolute_error
0.035129
mean_absolute_error
0.037414
mean_absolute_error
0.035733
mean_prior_absolute_error
0.042645
mean_prior_absolute_error
0.043048
mean_prior_absolute_error
0.043048
mean_prior_absolute_error
0.043048
mean_prior_absolute_error
0.043048
mean_prior_absolute_error
0.042668
mean_prior_absolute_error
0.042666
mean_prior_absolute_error
0.042659
mean_prior_absolute_error
0.042667
mean_prior_absolute_error
0.042667
number_of_instances
929 [878,6,12,24,9]
number_of_instances
929 [877,6,12,24,10]
number_of_instances
929 [877,6,12,24,10]
number_of_instances
929 [877,6,12,24,10]
number_of_instances
929 [877,6,12,24,10]
number_of_instances
928 [877,6,11,24,10]
number_of_instances
928 [877,5,12,24,10]
number_of_instances
928 [877,5,12,25,9]
number_of_instances
928 [877,6,12,24,9]
number_of_instances
928 [877,6,12,24,9]
precision
0.901442 [0.94697,0,0,0.25,0]
precision
0.901727 [0.948352,1,0,0,0]
precision
0.908712 [0.947769,0,0.25,0,1]
precision
0.908068 [0.951648,1,0.25,0,0]
precision
0.893746 [0.946739,0,0,0,0]
precision
0.902274 [0.949727,0,0.4,0,0]
precision
0.893682 [0.945652,0,0,0,0]
precision
0.894927 [0.94697,0,0,0,0]
precision
0.910493 [0.953057,0,0,0.285714,0.25]
precision
0.913574 [0.948913,0,0.5,0.4,0]
predictive_accuracy
0.942949
predictive_accuracy
0.930032
predictive_accuracy
0.93972
predictive_accuracy
0.936491
predictive_accuracy
0.937567
predictive_accuracy
0.938578
predictive_accuracy
0.9375
predictive_accuracy
0.942888
predictive_accuracy
0.943966
predictive_accuracy
0.943966
prior_entropy
0.411369
prior_entropy
0.411369
prior_entropy
0.411369
prior_entropy
0.411369
prior_entropy
0.411369
prior_entropy
0.411369
prior_entropy
0.411369
prior_entropy
0.411369
prior_entropy
0.411369
prior_entropy
0.411369
recall
0.942949 [0.996583,0,0,0.041667,0]
recall
0.930032 [0.984036,0.166667,0,0,0]
recall
0.93972 [0.993158,0,0.083333,0,0.1]
recall
0.936491 [0.987457,0.333333,0.166667,0,0]
recall
0.937567 [0.993158,0,0,0,0]
recall
0.938578 [0.990878,0,0.181818,0,0]
recall
0.9375 [0.992018,0,0,0,0]
recall
0.942888 [0.997719,0,0,0,0]
recall
0.943966 [0.995439,0,0,0.083333,0.111111]
recall
0.943966 [0.995439,0,0.083333,0.083333,0]
relative_absolute_error
0.818828
relative_absolute_error
0.952211
relative_absolute_error
0.863191
relative_absolute_error
0.9002
relative_absolute_error
0.997221
relative_absolute_error
0.907156
relative_absolute_error
0.886
relative_absolute_error
0.823494
relative_absolute_error
0.876872
relative_absolute_error
0.837473
root_mean_prior_squared_error
0.145474
root_mean_prior_squared_error
0.146849
root_mean_prior_squared_error
0.146849
root_mean_prior_squared_error
0.146849
root_mean_prior_squared_error
0.146849
root_mean_prior_squared_error
0.145553
root_mean_prior_squared_error
0.145543
root_mean_prior_squared_error
0.14552
root_mean_prior_squared_error
0.145549
root_mean_prior_squared_error
0.145549
root_mean_squared_error
0.145799
root_mean_squared_error
0.155986
root_mean_squared_error
0.144374
root_mean_squared_error
0.145207
root_mean_squared_error
0.155155
root_mean_squared_error
0.147712
root_mean_squared_error
0.147464
root_mean_squared_error
0.148716
root_mean_squared_error
0.14472
root_mean_squared_error
0.14472
root_relative_squared_error
1.002233
root_relative_squared_error
1.062216
root_relative_squared_error
0.983145
root_relative_squared_error
0.988816
root_relative_squared_error
1.056562
root_relative_squared_error
1.014837
root_relative_squared_error
1.013199
root_relative_squared_error
1.021961
root_relative_squared_error
0.994305
root_relative_squared_error
0.994305
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