7933001
3961
Ianislav Mintchev
14951
Supervised Classification
7181
sklearn.ensemble.forest.RandomForestClassifier(26)
5964204
bootstrap
true
7181
class_weight
null
7181
criterion
"gini"
7181
max_depth
null
7181
max_features
"auto"
7181
max_leaf_nodes
null
7181
min_impurity_decrease
0.0
7181
min_impurity_split
null
7181
min_samples_leaf
1
7181
min_samples_split
2
7181
min_weight_fraction_leaf
0.0
7181
n_estimators
10
7181
n_jobs
1
7181
oob_score
false
7181
random_state
20597
7181
verbose
0
7181
warm_start
false
7181
openml-python
Sklearn_0.19.0.
1471
eeg-eye-state
https://www.openml.org/data/download/1587924/phplE7q6h
-1
16789057
description
https://api.openml.org/data/download/16789057/description.xml
-1
16789058
predictions
https://api.openml.org/data/download/16789058/predictions.arff
area_under_roc_curve
0.9660673743827237 [0.966067,0.966067]
average_cost
0
f_measure
0.9023400108625496 [0.915489,0.886191]
kappa
0.802095498577604
kb_relative_information_score
9373.721835513483
mean_absolute_error
0.20301735647528965
mean_prior_absolute_error
0.4947574918117115
number_of_instances
14980 [8257,6723]
precision
0.905508885521192 [0.880707,0.93597]
predictive_accuracy
0.903004005340454
prior_entropy
0.9924243999391255
recall
0.9030040053404539 [0.953131,0.84144]
relative_absolute_error
0.4103371042081186
root_mean_prior_squared_error
0.4973714869043071
root_mean_squared_error
0.28277425927573435
root_relative_squared_error
0.5685373342081818
total_cost
0
area_under_roc_curve
0.9681041378415773 [0.968104,0.968104]
area_under_roc_curve
0.9708010852646142 [0.970801,0.970801]
area_under_roc_curve
0.9703083563934048 [0.970308,0.970308]
area_under_roc_curve
0.9632732330220224 [0.963273,0.963273]
area_under_roc_curve
0.9717910469272454 [0.971791,0.971791]
area_under_roc_curve
0.9665223610630693 [0.966522,0.966522]
area_under_roc_curve
0.9664539014758445 [0.966454,0.966454]
area_under_roc_curve
0.9615192039263362 [0.961519,0.961519]
area_under_roc_curve
0.9563528299338107 [0.956353,0.956353]
area_under_roc_curve
0.9666153361249945 [0.966615,0.966615]
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
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f_measure
0.9214297834483737 [0.931699,0.908807]
f_measure
0.9036526066389863 [0.917674,0.886418]
f_measure
0.900599463492602 [0.913652,0.884555]
f_measure
0.8950884153962787 [0.909513,0.877358]
f_measure
0.9082327823636335 [0.918983,0.895019]
f_measure
0.8970918604022915 [0.911304,0.879622]
f_measure
0.901898284250796 [0.914918,0.885938]
f_measure
0.8849293448921339 [0.900984,0.865248]
f_measure
0.9099379009421007 [0.922002,0.895149]
kappa
0.7981646698954882
kappa
0.8407758346581875
kappa
0.8047370503183982
kappa
0.7985600529167833
kappa
0.7873738917762152
kappa
0.8141301177932468
kappa
0.7914336310244225
kappa
0.801250070427783
kappa
0.7668633150882915
kappa
0.817535273617098
kb_relative_information_score
945.7584926429148
kb_relative_information_score
961.3982582101896
kb_relative_information_score
940.2161012955476
kb_relative_information_score
933.3137095262431
kb_relative_information_score
935.7897165373022
kb_relative_information_score
932.0490974556951
kb_relative_information_score
929.0785906202391
kb_relative_information_score
925.2379061525695
kb_relative_information_score
922.5088953687809
kb_relative_information_score
948.3710677041109
mean_absolute_error
0.20040053404539324
mean_absolute_error
0.19532710280373825
mean_absolute_error
0.20260347129505973
mean_absolute_error
0.2036715620827771
mean_absolute_error
0.2038718291054736
mean_absolute_error
0.2050734312416549
mean_absolute_error
0.2060080106809076
mean_absolute_error
0.2072763684913217
mean_absolute_error
0.20660881174899848
mean_absolute_error
0.19933244325767688
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.494736986564547
mean_prior_absolute_error
0.49480533738838384
mean_prior_absolute_error
0.49480533738838384
mean_prior_absolute_error
0.49480533738838384
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [826,672]
number_of_instances
1498 [825,673]
number_of_instances
1498 [825,673]
number_of_instances
1498 [825,673]
precision
0.9044367176692244 [0.875831,0.939597]
precision
0.9241156301688865 [0.899662,0.954173]
precision
0.9088366785304999 [0.874863,0.950596]
precision
0.903177963469828 [0.881757,0.929508]
precision
0.8985983389879899 [0.873051,0.93]
precision
0.909178019166777 [0.898266,0.922591]
precision
0.900734952947527 [0.874305,0.933222]
precision
0.9048748953289438 [0.881033,0.934102]
precision
0.8888606263035059 [0.862528,0.921141]
precision
0.9132054996943904 [0.886898,0.945455]
predictive_accuracy
0.9012016021361816
predictive_accuracy
0.9218958611481977
predictive_accuracy
0.904539385847797
predictive_accuracy
0.9012016021361816
predictive_accuracy
0.8958611481975969
predictive_accuracy
0.9085447263017357
predictive_accuracy
0.8978638184245661
predictive_accuracy
0.9025367156208277
predictive_accuracy
0.8858477970627503
predictive_accuracy
0.910547396528705
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
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prior_entropy
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prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
prior_entropy
0.9924243999391255
recall
0.9012016021361816 [0.956416,0.833333]
recall
0.9218958611481975 [0.966102,0.86756]
recall
0.904539385847797 [0.964891,0.830357]
recall
0.9012016021361816 [0.947942,0.84375]
recall
0.8958611481975968 [0.949153,0.830357]
recall
0.9085447263017357 [0.940678,0.869048]
recall
0.8978638184245661 [0.951574,0.831845]
recall
0.9025367156208278 [0.951515,0.842496]
recall
0.8858477970627503 [0.94303,0.81575]
recall
0.910547396528705 [0.96,0.849926]
relative_absolute_error
0.4050647909649414
relative_absolute_error
0.3948099861303869
relative_absolute_error
0.40951753516941997
relative_absolute_error
0.41167644145037985
relative_absolute_error
0.41208123637805877
relative_absolute_error
0.4145100059441371
relative_absolute_error
0.4163990489399771
relative_absolute_error
0.41890487597676374
relative_absolute_error
0.41755574594141165
relative_absolute_error
0.4028502285560763
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4973508728636661
root_mean_prior_squared_error
0.4974195830102464
root_mean_prior_squared_error
0.4974195830102464
root_mean_prior_squared_error
0.4974195830102464
root_mean_squared_error
0.2795905837578139
root_mean_squared_error
0.27445783429106
root_mean_squared_error
0.2790050030416965
root_mean_squared_error
0.28590614386099483
root_mean_squared_error
0.27939950867398394
root_mean_squared_error
0.28319651661469586
root_mean_squared_error
0.28439615837747734
root_mean_squared_error
0.28783757101830953
root_mean_squared_error
0.2934418923607485
root_mean_squared_error
0.2800438645786016
root_relative_squared_error
0.5621596321887935
root_relative_squared_error
0.5518394543288445
root_relative_squared_error
0.5609822325941256
root_relative_squared_error
0.5748580317448593
root_relative_squared_error
0.5617754465077072
root_relative_squared_error
0.5694099117270992
root_relative_squared_error
0.5718219749770824
root_relative_squared_error
0.5786615180616649
root_relative_squared_error
0.589928306772562
root_relative_squared_error
0.5629932438201432
total_cost
0
total_cost
0
total_cost
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total_cost
0
total_cost
0
total_cost
0
total_cost
0
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0
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0
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0