1852574
2517
Lieuwe Stooker
145677
Supervised Classification
area_under_roc_curve
5500
sklearn.ensemble.forest.RandomForestClassifier(16)
29015
bootstrap
True
5500
class_weight
None
5500
criterion
gini
5500
max_depth
None
5500
max_features
auto
5500
max_leaf_nodes
None
5500
min_impurity_split
1e-07
5500
min_samples_leaf
1
5500
min_samples_split
2
5500
min_weight_fraction_leaf
0.0
5500
n_estimators
10
5500
n_jobs
1
5500
oob_score
False
5500
random_state
None
5500
verbose
0
5500
warm_start
False
5500
NumPy_1.11.3.
Python_3.6.0.
run_task
SciPy_0.18.1.
sklearn.ensemble.forest.RandomForestClassifier
Sklearn_0.18.1.
Wed_Mar_15_12.19.22_2017
4134
Bioresponse
https://www.openml.org/data/download/1681097/phpSSK7iA
-1
4654173
description
https://api.openml.org/data/download/4654173/description.xml
-1
4654172
predictions
https://api.openml.org/data/download/4654172/predictions.arff
area_under_roc_curve
0.837894 [0.837894,0.837894]
average_cost
0
f_measure
0.765201 [0.749574,0.778392]
kappa
0.528227
kb_relative_information_score
1450.272645
mean_absolute_error
0.317089
mean_prior_absolute_error
0.496431
number_of_instances
3751 [1717,2034]
precision
0.76638 [0.731302,0.795992]
predictive_accuracy
0.764863
prior_entropy
0.994847
recall
0.764863 [0.768783,0.761554]
relative_absolute_error
0.638737
root_mean_prior_squared_error
0.498211
root_mean_squared_error
0.403847
root_relative_squared_error
0.810594
total_cost
0
area_under_roc_curve
0.834003 [0.834003,0.834003]
area_under_roc_curve
0.828775 [0.828775,0.828775]
area_under_roc_curve
0.85657 [0.85657,0.85657]
area_under_roc_curve
0.884451 [0.884451,0.884451]
area_under_roc_curve
0.826169 [0.826169,0.826169]
area_under_roc_curve
0.842708 [0.842708,0.842708]
area_under_roc_curve
0.832426 [0.832426,0.832426]
area_under_roc_curve
0.818986 [0.818986,0.818986]
area_under_roc_curve
0.849516 [0.849516,0.849516]
area_under_roc_curve
0.809096 [0.809096,0.809096]
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
0.747797 [0.736842,0.757033]
f_measure
0.75235 [0.736544,0.765743]
f_measure
0.786947 [0.772727,0.798995]
f_measure
0.787013 [0.775281,0.796954]
f_measure
0.749633 [0.744565,0.753927]
f_measure
0.771049 [0.762431,0.778351]
f_measure
0.770667 [0.75,0.788177]
f_measure
0.738389 [0.710059,0.762136]
f_measure
0.792 [0.77193,0.808824]
f_measure
0.75487 [0.734104,0.772277]
kappa
0.49491
kappa
0.502574
kappa
0.571918
kappa
0.572674
kappa
0.500538
kappa
0.541838
kappa
0.538177
kappa
0.472256
kappa
0.580753
kappa
0.506438
kb_relative_information_score
136.860976
kb_relative_information_score
142.851028
kb_relative_information_score
150.409405
kb_relative_information_score
167.176301
kb_relative_information_score
139.692202
kb_relative_information_score
147.163939
kb_relative_information_score
148.510825
kb_relative_information_score
131.716329
kb_relative_information_score
153.636048
kb_relative_information_score
132.255591
mean_absolute_error
0.32766
mean_absolute_error
0.3192
mean_absolute_error
0.310933
mean_absolute_error
0.289867
mean_absolute_error
0.323467
mean_absolute_error
0.3152
mean_absolute_error
0.3128
mean_absolute_error
0.333067
mean_absolute_error
0.306133
mean_absolute_error
0.332533
mean_prior_absolute_error
0.496406
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496509
mean_prior_absolute_error
0.496284
mean_prior_absolute_error
0.496284
mean_prior_absolute_error
0.496284
number_of_instances
376 [172,204]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [172,203]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
number_of_instances
375 [171,204]
precision
0.751307 [0.703704,0.791444]
precision
0.753567 [0.718232,0.783505]
precision
0.787943 [0.755556,0.815385]
precision
0.78897 [0.75,0.82199]
precision
0.756085 [0.69898,0.804469]
precision
0.774982 [0.726316,0.816216]
precision
0.770667 [0.75,0.788177]
precision
0.73828 [0.718563,0.754808]
precision
0.792 [0.77193,0.808824]
precision
0.755246 [0.725714,0.78]
predictive_accuracy
0.74734
predictive_accuracy
0.752
predictive_accuracy
0.786667
predictive_accuracy
0.786667
predictive_accuracy
0.749333
predictive_accuracy
0.770667
predictive_accuracy
0.770667
predictive_accuracy
0.738667
predictive_accuracy
0.792
predictive_accuracy
0.754667
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
prior_entropy
0.994847
recall
0.74734 [0.773256,0.72549]
recall
0.752 [0.755814,0.748768]
recall
0.786667 [0.790698,0.783251]
recall
0.786667 [0.802326,0.773399]
recall
0.749333 [0.796512,0.70936]
recall
0.770667 [0.802326,0.743842]
recall
0.770667 [0.75,0.788177]
recall
0.738667 [0.701754,0.769608]
recall
0.792 [0.77193,0.808824]
recall
0.754667 [0.74269,0.764706]
relative_absolute_error
0.660064
relative_absolute_error
0.642889
relative_absolute_error
0.626239
relative_absolute_error
0.58381
relative_absolute_error
0.651482
relative_absolute_error
0.634833
relative_absolute_error
0.629999
relative_absolute_error
0.671122
relative_absolute_error
0.616852
relative_absolute_error
0.670047
root_mean_prior_squared_error
0.498186
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498289
root_mean_prior_squared_error
0.498063
root_mean_prior_squared_error
0.498063
root_mean_prior_squared_error
0.498063
root_mean_squared_error
0.406725
root_mean_squared_error
0.40978
root_mean_squared_error
0.393073
root_mean_squared_error
0.371124
root_mean_squared_error
0.412698
root_mean_squared_error
0.401796
root_mean_squared_error
0.406776
root_mean_squared_error
0.415853
root_mean_squared_error
0.395912
root_mean_squared_error
0.422406
root_relative_squared_error
0.816413
root_relative_squared_error
0.822374
root_relative_squared_error
0.788845
root_relative_squared_error
0.744797
root_relative_squared_error
0.82823
root_relative_squared_error
0.806351
root_relative_squared_error
0.816345
root_relative_squared_error
0.834939
root_relative_squared_error
0.794904
root_relative_squared_error
0.848097
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