563072
1
Jan van Rijn
3974
Supervised Classification
predictive_accuracy
3463
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_IBk(1)
5774
weka.classifiers.meta.AttributeSelectedClassifier -- -E "weka.attributeSelection.InfoGainAttributeEval " -S "weka.attributeSelection.Ranker -T -1.7976931348623157E308 -N -1" -W weka.classifiers.lazy.IBk -- -K 1 -W 0 -A "weka.core.neighboursearch.LinearNNSearch -A \"weka.core.EuclideanDistance -R first-last\""
K
1
1721
W
0
1721
A
true
1721
T
-1.7976931348623157E308
2118
N
-1
2118
S
weka.attributeSelection.Ranker
3463
W
weka.classifiers.lazy.IBk
3463
weka
weka_3.7.13
1140
AP_Ovary_Lung
https://www.openml.org/data/download/54023/AP_Ovary_Lung.arff
-1
1942766
description
https://api.openml.org/data/download/1942766/weka_generated_run6732745077428127123.xml
-1
1942768
model_readable
https://api.openml.org/data/download/1942768/WekaModel_weka.classifiers.meta.AttributeSelectedClassifier3642971917421752898.model
-1
1942767
model_serialized
https://api.openml.org/data/download/1942767/WekaSerialized_weka.classifiers.meta.AttributeSelectedClassifier284931620310391339.model
-1
1942769
predictions
https://api.openml.org/data/download/1942769/weka_generated_predictions115637473075769782.arff
area_under_roc_curve
0.906606 [0.906606,0.906606]
average_cost
0
f_measure
0.91411 [0.927461,0.89313]
kappa
0.820768
kb_relative_information_score
262.329602
mean_absolute_error
0.089237
mean_prior_absolute_error
0.47546
number_of_instances
324 [198,126]
os_information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.10.1.el7.x86_64]
precision
0.916415 [0.952128,0.860294]
predictive_accuracy
0.91358
prior_entropy
0.964522
recall
0.91358 [0.90404,0.928571]
relative_absolute_error
0.187686
root_mean_prior_squared_error
0.487498
root_mean_squared_error
0.29299
root_relative_squared_error
0.601006
scimark_benchmark
1082.049026 [673.1921059718253, 895.0092447130635, 495.0400499668309, 788.4029962123354, 2558.6007331980895]
total_cost
0
usercpu_time_millis
9950
usercpu_time_millis_testing
8420
usercpu_time_millis_training
1530
area_under_roc_curve
0.936538 [0.936538,0.936538]
area_under_roc_curve
0.95 [0.95,0.95]
area_under_roc_curve
0.936538 [0.936538,0.936538]
area_under_roc_curve
0.936538 [0.936538,0.936538]
area_under_roc_curve
0.85 [0.85,0.85]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.85 [0.85,0.85]
area_under_roc_curve
0.866667 [0.866667,0.866667]
area_under_roc_curve
0.882591 [0.882591,0.882591]
area_under_roc_curve
0.947368 [0.947368,0.947368]
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
0.939394 [0.95,0.923077]
f_measure
0.939964 [0.947368,0.928571]
f_measure
0.939394 [0.95,0.923077]
f_measure
0.939394 [0.95,0.923077]
f_measure
0.814706 [0.823529,0.8]
f_measure
1 [1,1]
f_measure
0.872294 [0.904762,0.818182]
f_measure
0.875 [0.9,0.833333]
f_measure
0.875992 [0.888889,0.857143]
f_measure
0.937996 [0.944444,0.928571]
kappa
0.873077
kappa
0.876404
kappa
0.873077
kappa
0.873077
kappa
0.636364
kappa
1
kappa
0.724138
kappa
0.733333
kappa
0.747036
kappa
0.873518
kb_relative_information_score
28.651817
kb_relative_information_score
28.651817
kb_relative_information_score
28.651817
kb_relative_information_score
28.651817
kb_relative_information_score
18.694663
kb_relative_information_score
31.523716
kb_relative_information_score
22.971014
kb_relative_information_score
22.971014
kb_relative_information_score
23.642787
kb_relative_information_score
27.919138
mean_absolute_error
0.063605
mean_absolute_error
0.063605
mean_absolute_error
0.063605
mean_absolute_error
0.063605
mean_absolute_error
0.189626
mean_absolute_error
0.003401
mean_absolute_error
0.127551
mean_absolute_error
0.127551
mean_absolute_error
0.127551
mean_absolute_error
0.065476
mean_prior_absolute_error
0.476576
mean_prior_absolute_error
0.476576
mean_prior_absolute_error
0.476576
mean_prior_absolute_error
0.476576
mean_prior_absolute_error
0.472393
mean_prior_absolute_error
0.472393
mean_prior_absolute_error
0.472393
mean_prior_absolute_error
0.472393
mean_prior_absolute_error
0.479294
mean_prior_absolute_error
0.479294
number_of_instances
33 [20,13]
number_of_instances
33 [20,13]
number_of_instances
33 [20,13]
number_of_instances
33 [20,13]
number_of_instances
32 [20,12]
number_of_instances
32 [20,12]
number_of_instances
32 [20,12]
number_of_instances
32 [20,12]
number_of_instances
32 [19,13]
number_of_instances
32 [19,13]
precision
0.939394 [0.95,0.923077]
precision
0.947475 [1,0.866667]
precision
0.939394 [0.95,0.923077]
precision
0.939394 [0.95,0.923077]
precision
0.875 [1,0.666667]
precision
1 [1,1]
precision
0.877273 [0.863636,0.9]
precision
0.875 [0.9,0.833333]
precision
0.883824 [0.941176,0.8]
precision
0.945833 [1,0.866667]
predictive_accuracy
0.939394
predictive_accuracy
0.939394
predictive_accuracy
0.939394
predictive_accuracy
0.939394
predictive_accuracy
0.8125
predictive_accuracy
1
predictive_accuracy
0.875
predictive_accuracy
0.875
predictive_accuracy
0.875
predictive_accuracy
0.9375
prior_entropy
0.964522
prior_entropy
0.964522
prior_entropy
0.964522
prior_entropy
0.964522
prior_entropy
0.964522
prior_entropy
0.964522
prior_entropy
0.964522
prior_entropy
0.964522
prior_entropy
0.964522
prior_entropy
0.964522
recall
0.939394 [0.95,0.923077]
recall
0.939394 [0.9,1]
recall
0.939394 [0.95,0.923077]
recall
0.939394 [0.95,0.923077]
recall
0.8125 [0.7,1]
recall
1 [1,1]
recall
0.875 [0.95,0.75]
recall
0.875 [0.9,0.833333]
recall
0.875 [0.842105,0.923077]
recall
0.9375 [0.894737,1]
relative_absolute_error
0.133463
relative_absolute_error
0.133463
relative_absolute_error
0.133463
relative_absolute_error
0.133463
relative_absolute_error
0.401415
relative_absolute_error
0.0072
relative_absolute_error
0.27001
relative_absolute_error
0.27001
relative_absolute_error
0.266122
relative_absolute_error
0.136609
root_mean_prior_squared_error
0.488641
root_mean_prior_squared_error
0.488641
root_mean_prior_squared_error
0.488641
root_mean_prior_squared_error
0.488641
root_mean_prior_squared_error
0.484342
root_mean_prior_squared_error
0.484342
root_mean_prior_squared_error
0.484342
root_mean_prior_squared_error
0.484342
root_mean_prior_squared_error
0.491415
root_mean_prior_squared_error
0.491415
root_mean_squared_error
0.245365
root_mean_squared_error
0.245365
root_mean_squared_error
0.245365
root_mean_squared_error
0.245365
root_mean_squared_error
0.431551
root_mean_squared_error
0.003401
root_mean_squared_error
0.352365
root_mean_squared_error
0.352365
root_mean_squared_error
0.352365
root_mean_squared_error
0.249172
root_relative_squared_error
0.502137
root_relative_squared_error
0.502137
root_relative_squared_error
0.502137
root_relative_squared_error
0.502137
root_relative_squared_error
0.891004
root_relative_squared_error
0.007022
root_relative_squared_error
0.727513
root_relative_squared_error
0.727513
root_relative_squared_error
0.717042
root_relative_squared_error
0.507049
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
4120
usercpu_time_millis
3020
usercpu_time_millis
3140
usercpu_time_millis
2670
usercpu_time_millis
2630
usercpu_time_millis
2550
usercpu_time_millis
2540
usercpu_time_millis
2500
usercpu_time_millis
2470
usercpu_time_millis
2700
usercpu_time_millis_testing
2120
usercpu_time_millis_testing
1390
usercpu_time_millis_testing
1650
usercpu_time_millis_testing
1320
usercpu_time_millis_testing
1380
usercpu_time_millis_testing
1390
usercpu_time_millis_testing
1390
usercpu_time_millis_testing
1320
usercpu_time_millis_testing
1430
usercpu_time_millis_testing
1650
usercpu_time_millis_training
2000
usercpu_time_millis_training
1630
usercpu_time_millis_training
1490
usercpu_time_millis_training
1350
usercpu_time_millis_training
1250
usercpu_time_millis_training
1160
usercpu_time_millis_training
1150
usercpu_time_millis_training
1180
usercpu_time_millis_training
1040
usercpu_time_millis_training
1050