579142
1
Jan van Rijn
3688
Supervised Classification
predictive_accuracy
1820
weka.MultilayerPerceptron(4)
2826
weka.classifiers.functions.MultilayerPerceptron -- -L 0.3 -M 0.2 -N 500 -V 0 -S 0 -E 20 -H a
L
0.3
1820
M
0.2
1820
N
500
1820
V
0
1820
S
0
1820
E
20
1820
H
a
1820
study_20
weka
weka_3.7.13
823
houses
https://www.openml.org/data/download/53357/houses.arff
-1
1999341
description
https://api.openml.org/data/download/1999341/weka_generated_run3850911486459415812.xml
-1
1999343
model_readable
https://api.openml.org/data/download/1999343/WekaModel_weka.classifiers.functions.MultilayerPerceptron2414116998765686721.model
-1
1999342
model_serialized
https://api.openml.org/data/download/1999342/WekaSerialized_weka.classifiers.functions.MultilayerPerceptron1214214448890156096.model
-1
1999344
predictions
https://api.openml.org/data/download/1999344/weka_generated_predictions2346773942418720503.arff
area_under_roc_curve
0.99728 [0.99728,0.99728]
average_cost
0
f_measure
0.979848 [0.976695,0.982245]
kappa
0.95894
kb_relative_information_score
19598.657102
mean_absolute_error
0.025775
mean_prior_absolute_error
0.49072
number_of_instances
20640 [8914,11726]
os_information
[Oracle Corporation, 1.8.0_91, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
precision
0.979853 [0.975492,0.983168]
predictive_accuracy
0.979845
prior_entropy
0.986572
recall
0.979845 [0.9779,0.981324]
relative_absolute_error
0.052525
root_mean_prior_squared_error
0.495338
root_mean_squared_error
0.122236
root_relative_squared_error
0.246772
scimark_benchmark
1656.389421 [887.8802158467421, 1186.5485972905478, 622.8200917953715, 1464.4916513217447, 4120.206546471676]
total_cost
0
usercpu_time_millis
14630
usercpu_time_millis_testing
30
usercpu_time_millis_training
14600
area_under_roc_curve
0.998673 [0.998673,0.998673]
area_under_roc_curve
0.998446 [0.998446,0.998446]
area_under_roc_curve
0.997897 [0.997897,0.997897]
area_under_roc_curve
0.996836 [0.996836,0.996836]
area_under_roc_curve
0.998462 [0.998462,0.998462]
area_under_roc_curve
0.997896 [0.997896,0.997896]
area_under_roc_curve
0.997568 [0.997568,0.997568]
area_under_roc_curve
0.996832 [0.996832,0.996832]
area_under_roc_curve
0.998196 [0.998196,0.998196]
area_under_roc_curve
0.997731 [0.997731,0.997731]
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
0.984017 [0.981554,0.985891]
f_measure
0.976765 [0.973304,0.979399]
f_measure
0.984989 [0.982711,0.986724]
f_measure
0.973844 [0.969799,0.976923]
f_measure
0.979657 [0.976484,0.982067]
f_measure
0.978196 [0.974733,0.980827]
f_measure
0.980615 [0.977503,0.982979]
f_measure
0.973834 [0.969663,0.977002]
f_measure
0.982067 [0.979178,0.984262]
f_measure
0.984494 [0.982022,0.986371]
kappa
0.967446
kappa
0.952705
kappa
0.969435
kappa
0.946722
kappa
0.958551
kappa
0.95556
kappa
0.960482
kappa
0.946665
kappa
0.963441
kappa
0.968394
kb_relative_information_score
1965.347325
kb_relative_information_score
1956.002312
kb_relative_information_score
1977.673405
kb_relative_information_score
1933.605837
kb_relative_information_score
1954.681341
kb_relative_information_score
1959.142497
kb_relative_information_score
1965.099473
kb_relative_information_score
1943.450257
kb_relative_information_score
1967.293283
kb_relative_information_score
1976.361372
mean_absolute_error
0.025402
mean_absolute_error
0.026342
mean_absolute_error
0.021789
mean_absolute_error
0.031942
mean_absolute_error
0.027335
mean_absolute_error
0.025643
mean_absolute_error
0.024426
mean_absolute_error
0.0294
mean_absolute_error
0.023736
mean_absolute_error
0.021735
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.49076
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
mean_prior_absolute_error
0.490694
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [892,1172]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
number_of_instances
2064 [891,1173]
precision
0.984034 [0.978818,0.988003]
precision
0.976877 [0.965784,0.98532]
precision
0.985036 [0.977802,0.990542]
precision
0.973858 [0.967634,0.978596]
precision
0.979669 [0.974302,0.983747]
precision
0.978195 [0.975281,0.980409]
precision
0.980617 [0.979707,0.981308]
precision
0.973832 [0.970754,0.97617]
precision
0.982073 [0.981941,0.982173]
precision
0.984494 [0.983127,0.985532]
predictive_accuracy
0.984012
predictive_accuracy
0.976744
predictive_accuracy
0.984981
predictive_accuracy
0.973837
predictive_accuracy
0.979651
predictive_accuracy
0.978198
predictive_accuracy
0.98062
predictive_accuracy
0.973837
predictive_accuracy
0.982074
predictive_accuracy
0.984496
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
prior_entropy
0.986572
recall
0.984012 [0.984305,0.983788]
recall
0.976744 [0.980942,0.973549]
recall
0.984981 [0.987668,0.982935]
recall
0.973837 [0.971973,0.975256]
recall
0.979651 [0.978676,0.980392]
recall
0.978198 [0.974186,0.981245]
recall
0.98062 [0.975309,0.984655]
recall
0.973837 [0.968575,0.977835]
recall
0.982074 [0.976431,0.98636]
recall
0.984496 [0.98092,0.987212]
relative_absolute_error
0.051761
relative_absolute_error
0.053675
relative_absolute_error
0.0444
relative_absolute_error
0.065086
relative_absolute_error
0.055707
relative_absolute_error
0.052259
relative_absolute_error
0.049778
relative_absolute_error
0.059915
relative_absolute_error
0.048373
relative_absolute_error
0.044294
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495378
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_prior_squared_error
0.495311
root_mean_squared_error
0.107561
root_mean_squared_error
0.125952
root_mean_squared_error
0.108793
root_mean_squared_error
0.143708
root_mean_squared_error
0.121671
root_mean_squared_error
0.125695
root_mean_squared_error
0.122405
root_mean_squared_error
0.133954
root_mean_squared_error
0.116938
root_mean_squared_error
0.110861
root_relative_squared_error
0.217129
root_relative_squared_error
0.254254
root_relative_squared_error
0.219617
root_relative_squared_error
0.290097
root_relative_squared_error
0.245645
root_relative_squared_error
0.25377
root_relative_squared_error
0.247126
root_relative_squared_error
0.270445
root_relative_squared_error
0.23609
root_relative_squared_error
0.223822
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
usercpu_time_millis
16940
usercpu_time_millis
16160
usercpu_time_millis
14360
usercpu_time_millis
13440
usercpu_time_millis
13800
usercpu_time_millis
14860
usercpu_time_millis
15050
usercpu_time_millis
13270
usercpu_time_millis
13620
usercpu_time_millis
12960
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_training
16930
usercpu_time_millis_training
16150
usercpu_time_millis_training
14350
usercpu_time_millis_training
13440
usercpu_time_millis_training
13800
usercpu_time_millis_training
14860
usercpu_time_millis_training
15050
usercpu_time_millis_training
13270
usercpu_time_millis_training
13620
usercpu_time_millis_training
12950