10591685
32649
Husam Abdulnabi
3954
Supervised Classification
19152
sklearn.ensemble._forest.RandomForestClassifier(17)
8304459
Python_3.9.13. Sklearn_1.1.2. NumPy_1.23.3. SciPy_1.9.1.
bootstrap
true
19152
ccp_alpha
0.0
19152
class_weight
null
19152
criterion
"gini"
19152
max_depth
null
19152
max_features
"sqrt"
19152
max_leaf_nodes
null
19152
max_samples
null
19152
min_impurity_decrease
0.0
19152
min_samples_leaf
1
19152
min_samples_split
2
19152
min_weight_fraction_leaf
0.0
19152
n_estimators
100
19152
n_jobs
null
19152
oob_score
false
19152
random_state
12785
19152
verbose
0
19152
warm_start
false
19152
openml-python
Sklearn_1.1.2.
1120
MagicTelescope
https://www.openml.org/data/download/54003/MagicTelescope.arff
-1
22111019
description
https://api.openml.org/data/download/22111019/description.xml
-1
22111020
predictions
https://api.openml.org/data/download/22111020/predictions.arff
area_under_roc_curve
0.9364143926913605 [0.936414,0.936414]
average_cost
0
f_measure
0.8797153393262391 [0.911639,0.820852]
kappa
0.7330389792339167
kb_relative_information_score
0.5968894029968976
mean_absolute_error
0.19448317560463443
mean_prior_absolute_error
0.45597723417494307
weighted_recall
0.8816508937960043 [0.941615,0.771083]
number_of_instances
19020 [12332,6688]
precision
0.881394050642239 [0.883512,0.877489]
predictive_accuracy
0.8816508937960041
prior_entropy
0.9355152453166837
relative_absolute_error
0.42651948612420815
root_mean_prior_squared_error
0.47747911240123586
root_mean_squared_error
0.2993975637119942
root_relative_squared_error
0.6270380335724594
total_cost
0
unweighted_recall
0.8563489228241925 [0.941615,0.771083]
area_under_roc_curve
0.9349512077951067 [0.934951,0.934951]
area_under_roc_curve
0.9410829879948369 [0.941083,0.941083]
area_under_roc_curve
0.9355382681296727 [0.935538,0.935538]
area_under_roc_curve
0.943474602880187 [0.943475,0.943475]
area_under_roc_curve
0.9295804101702434 [0.92958,0.92958]
area_under_roc_curve
0.9439655851720924 [0.943966,0.943966]
area_under_roc_curve
0.9308599948840858 [0.93086,0.93086]
area_under_roc_curve
0.9334531087665191 [0.933453,0.933453]
area_under_roc_curve
0.9423635281381344 [0.942364,0.942364]
area_under_roc_curve
0.9293809864985931 [0.929381,0.929381]
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
0.8797654969349773 [0.91173,0.820717]
f_measure
0.8829854604103929 [0.912975,0.827586]
f_measure
0.8751643200158995 [0.909938,0.811075]
f_measure
0.8890517224120018 [0.916965,0.837607]
f_measure
0.8742765586050937 [0.908949,0.810373]
f_measure
0.8870968725988564 [0.917352,0.831335]
f_measure
0.8697895312374755 [0.905041,0.804819]
f_measure
0.8755552784880408 [0.908448,0.814932]
f_measure
0.8882131446937371 [0.916996,0.835165]
f_measure
0.8749352108783395 [0.908163,0.813694]
kappa
0.7329948377130207
kappa
0.7408501087532763
kappa
0.7220758902421972
kappa
0.7547683822849001
kappa
0.7202761866333814
kappa
0.7492812456659208
kappa
0.7106458265249778
kappa
0.7239181708424755
kappa
0.7524754315970299
kappa
0.722440701812154
kb_relative_information_score
0.5929832596077536
kb_relative_information_score
0.6040960889409803
kb_relative_information_score
0.5923139090583764
kb_relative_information_score
0.6071896874335407
kb_relative_information_score
0.5918978925836685
kb_relative_information_score
0.5993783065585528
kb_relative_information_score
0.5845948843396823
kb_relative_information_score
0.5923968799027383
kb_relative_information_score
0.6150125839730108
kb_relative_information_score
0.5890321746697834
mean_absolute_error
0.19583596214510984
mean_absolute_error
0.1906624605678231
mean_absolute_error
0.1965247108307045
mean_absolute_error
0.19104626708727657
mean_absolute_error
0.19656151419558315
mean_absolute_error
0.19500525762355428
mean_absolute_error
0.19915352260778096
mean_absolute_error
0.1955993690851733
mean_absolute_error
0.18664037854889576
mean_absolute_error
0.19780231335436366
mean_prior_absolute_error
0.455852435405734
mean_prior_absolute_error
0.455852435405734
mean_prior_absolute_error
0.45600843386719786
mean_prior_absolute_error
0.45600843386719786
mean_prior_absolute_error
0.45600843386719786
mean_prior_absolute_error
0.45600843386719786
mean_prior_absolute_error
0.45600843386719786
mean_prior_absolute_error
0.45600843386719786
mean_prior_absolute_error
0.45600843386719786
mean_prior_absolute_error
0.45600843386719786
number_of_instances
1902 [1234,668]
number_of_instances
1902 [1234,668]
number_of_instances
1902 [1233,669]
number_of_instances
1902 [1233,669]
number_of_instances
1902 [1233,669]
number_of_instances
1902 [1233,669]
number_of_instances
1902 [1233,669]
number_of_instances
1902 [1233,669]
number_of_instances
1902 [1233,669]
number_of_instances
1902 [1233,669]
precision
0.8814348425584888 [0.88365,0.877342]
precision
0.8835945122950039 [0.891808,0.868421]
precision
0.8790759090407854 [0.872673,0.890877]
precision
0.8894028043775715 [0.898754,0.872168]
precision
0.8775926641143906 [0.873598,0.884956]
precision
0.889354581129517 [0.887121,0.893471]
precision
0.8720680496476679 [0.873303,0.869792]
precision
0.8770153118777083 [0.881098,0.869492]
precision
0.8890840703644688 [0.894372,0.879339]
precision
0.8765698088450393 [0.879848,0.870528]
predictive_accuracy
0.8817034700315457
predictive_accuracy
0.8843322818086224
predictive_accuracy
0.8780231335436384
predictive_accuracy
0.8901156677181913
predictive_accuracy
0.8769716088328076
predictive_accuracy
0.8890641430073607
predictive_accuracy
0.8722397476340694
predictive_accuracy
0.8774973711882229
predictive_accuracy
0.8895899053627759
predictive_accuracy
0.8769716088328076
prior_entropy
0.9351439892378896
prior_entropy
0.9351439892378896
prior_entropy
0.9356080593363955
prior_entropy
0.9356080593363955
prior_entropy
0.9356080593363955
prior_entropy
0.9356080593363955
prior_entropy
0.9356080593363955
prior_entropy
0.9356080593363955
prior_entropy
0.9356080593363955
prior_entropy
0.9356080593363955
relative_absolute_error
0.4296038518930034
relative_absolute_error
0.41825478106335645
relative_absolute_error
0.4309672721709745
relative_absolute_error
0.41895336335580685
relative_absolute_error
0.4310479798117665
relative_absolute_error
0.4276351995725262
relative_absolute_error
0.4367321036561791
relative_absolute_error
0.42893805148818187
relative_absolute_error
0.4092915057866025
relative_absolute_error
0.43376898027278393
root_mean_prior_squared_error
0.4773484094561718
root_mean_prior_squared_error
0.4773484094561718
root_mean_prior_squared_error
0.4775117825476151
root_mean_prior_squared_error
0.4775117825476151
root_mean_prior_squared_error
0.4775117825476151
root_mean_prior_squared_error
0.4775117825476151
root_mean_prior_squared_error
0.4775117825476151
root_mean_prior_squared_error
0.4775117825476151
root_mean_prior_squared_error
0.4775117825476151
root_mean_prior_squared_error
0.4775117825476151
root_mean_squared_error
0.3005263521358417
root_mean_squared_error
0.29486812893141984
root_mean_squared_error
0.30060008332440186
root_mean_squared_error
0.29161169678781784
root_mean_squared_error
0.3045002456146635
root_mean_squared_error
0.29435255726858817
root_mean_squared_error
0.30667349578644065
root_mean_squared_error
0.303565302273629
root_mean_squared_error
0.29115898432561343
root_mean_squared_error
0.3055977920653997
root_relative_squared_error
0.6295744286195947
root_relative_squared_error
0.6177209834371375
root_relative_squared_error
0.6295134367588668
root_relative_squared_error
0.6106900550851638
root_relative_squared_error
0.6376811143593095
root_relative_squared_error
0.616429935400048
root_relative_squared_error
0.64223231131655
root_relative_squared_error
0.635723166146919
root_relative_squared_error
0.6097419895530651
root_relative_squared_error
0.6399795842418339
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
unweighted_recall
0.856305622143072 [0.941653,0.770958]
unweighted_recall
0.8627946699793283 [0.93517,0.790419]
unweighted_recall
0.8474608941696762 [0.950527,0.744395]
unweighted_recall
0.8708043744703756 [0.935929,0.80568]
unweighted_recall
0.8473336024643674 [0.947283,0.747384]
unweighted_recall
0.8634978305856509 [0.949716,0.77728]
unweighted_recall
0.8440258365792719 [0.939173,0.748879]
unweighted_recall
0.8521834164366324 [0.937551,0.766816]
unweighted_recall
0.8680057754065151 [0.940795,0.795217]
unweighted_recall
0.8510941631297757 [0.938362,0.763827]
usercpu_time_millis
3555.774
usercpu_time_millis
3550.8653
usercpu_time_millis
3488.010900000001
usercpu_time_millis
3477.8663000000006
usercpu_time_millis
3498.3100000000018
usercpu_time_millis
3493.7266000000022
usercpu_time_millis
3476.840299999999
usercpu_time_millis
3506.2087999999994
usercpu_time_millis
3524.7848000000026
usercpu_time_millis
3502.3490999999963
usercpu_time_millis_testing
26.294299999999993
usercpu_time_millis_testing
25.240399999999497
usercpu_time_millis_testing
26.61990000000003
usercpu_time_millis_testing
26.234300000000488
usercpu_time_millis_testing
25.476799999999855
usercpu_time_millis_testing
25.20110000000031
usercpu_time_millis_testing
25.535500000000155
usercpu_time_millis_testing
24.94439999999898
usercpu_time_millis_testing
25.62650000000133
usercpu_time_millis_testing
25.555499999995845
usercpu_time_millis_training
3529.4797
usercpu_time_millis_training
3525.6249000000003
usercpu_time_millis_training
3461.391000000001
usercpu_time_millis_training
3451.632
usercpu_time_millis_training
3472.833200000002
usercpu_time_millis_training
3468.525500000002
usercpu_time_millis_training
3451.304799999999
usercpu_time_millis_training
3481.2644000000005
usercpu_time_millis_training
3499.1583000000014
usercpu_time_millis_training
3476.7936000000004
wall_clock_time_millis
3554.6188354492188
wall_clock_time_millis
3550.853490829468
wall_clock_time_millis
3487.9658222198486
wall_clock_time_millis
3477.830648422241
wall_clock_time_millis
3498.2993602752686
wall_clock_time_millis
3493.666648864746
wall_clock_time_millis
3476.7963886260986
wall_clock_time_millis
3506.1869621276855
wall_clock_time_millis
3524.7368812561035
wall_clock_time_millis
3502.281427383423
wall_clock_time_millis_testing
26.311874389648438
wall_clock_time_millis_testing
25.245189666748047
wall_clock_time_millis_testing
26.625633239746094
wall_clock_time_millis_testing
26.24058723449707
wall_clock_time_millis_testing
25.53725242614746
wall_clock_time_millis_testing
25.206565856933594
wall_clock_time_millis_testing
25.541067123413086
wall_clock_time_millis_testing
24.94955062866211
wall_clock_time_millis_testing
25.631189346313477
wall_clock_time_millis_testing
25.56133270263672
wall_clock_time_millis_training
3528.3069610595703
wall_clock_time_millis_training
3525.6083011627197
wall_clock_time_millis_training
3461.3401889801025
wall_clock_time_millis_training
3451.590061187744
wall_clock_time_millis_training
3472.762107849121
wall_clock_time_millis_training
3468.4600830078125
wall_clock_time_millis_training
3451.2553215026855
wall_clock_time_millis_training
3481.2374114990234
wall_clock_time_millis_training
3499.10569190979
wall_clock_time_millis_training
3476.720094680786
weighted_recall
0.8817034700315457 [0.941653,0.770958]
weighted_recall
0.8843322818086226 [0.93517,0.790419]
weighted_recall
0.8780231335436383 [0.950527,0.744395]
weighted_recall
0.8901156677181914 [0.935929,0.80568]
weighted_recall
0.8769716088328076 [0.947283,0.747384]
weighted_recall
0.8890641430073607 [0.949716,0.77728]
weighted_recall
0.8722397476340694 [0.939173,0.748879]
weighted_recall
0.8774973711882229 [0.937551,0.766816]
weighted_recall
0.889589905362776 [0.940795,0.795217]
weighted_recall
0.8769716088328076 [0.938362,0.763827]