156848
2
Joaquin Vanschoren
3517
Supervised Classification
predictive_accuracy
471
weka.LogitBoost_DecisionStump(2)
959
weka.classifiers.meta.LogitBoost -- -P 100 -L -1.7976931348623157E308 -H 1.0 -Z 3.0 -O 1 -E 1 -S 1 -I 10 -W weka.classifiers.trees.DecisionStump
E
1
471
H
1.0
471
I
10
471
L
-1.7976931348623157E308
471
O
1
471
P
100
471
S
1
471
W
weka.classifiers.trees.DecisionStump
471
Z
3.0
471
weka
weka_3.7.12-SNAPSHOT
382
ipums_la_97-small
https://www.openml.org/data/download/52422/ipums_la_97-small.arff
-1
510635
description
https://www.openml.org/data/download/510635/weka_generated_run9165388522425667962.xml
-1
510638
model_readable
https://www.openml.org/data/download/510638/WekaModel_weka.classifiers.meta.LogitBoost8020523773010674602.model
-1
510637
model_serialized
https://www.openml.org/data/download/510637/WekaSerialized_weka.classifiers.meta.LogitBoost1671525581535093680.model
-1
510636
predictions
https://www.openml.org/data/download/510636/weka_generated_predictions7128655216969702527.arff
area_under_roc_curve
0.832842 [0.863636,0.765684,0.7787,0.686878,0.88641,0.882649,0.912658,0.897764]
average_cost
0
f_measure
0.372789 [0.639592,0.055271,0.007233,0.08405,0.543061,0.524857,0.125,0.07971]
kappa
0.320931
kb_relative_information_score
2557.904858
mean_absolute_error
0.163452
mean_prior_absolute_error
0.208156
number_of_instances
7019 [1938,869,528,889,1227,1000,310,258]
os_information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
precision
0.394199 [0.485067,0.25,0.08,0.278481,0.50419,0.442916,0.324324,0.611111]
predictive_accuracy
0.469155
prior_entropy
2.759053
recall
0.469155 [0.938596,0.03107,0.003788,0.049494,0.588427,0.644,0.077419,0.042636]
relative_absolute_error
0.785237
root_mean_prior_squared_error
0.322602
root_mean_squared_error
0.286057
root_relative_squared_error
0.886717
scimark_benchmark
902.47726 [559.2307353210181, 925.7530427861896, 478.7078954039208, 849.4620962942212, 1699.2325314314048]
total_cost
0
usercpu_time_millis
1300
usercpu_time_millis_testing
10
usercpu_time_millis_training
1290
area_under_roc_curve
0.843317 [0.866877,0.773694,0.800399,0.744139,0.89367,0.875233,0.922047,0.870989]
area_under_roc_curve
0.819943 [0.854052,0.760966,0.75024,0.642099,0.884382,0.867757,0.932864,0.893087]
area_under_roc_curve
0.831677 [0.867933,0.810438,0.784618,0.667394,0.862224,0.872708,0.912865,0.893767]
area_under_roc_curve
0.824989 [0.865832,0.728405,0.78831,0.659723,0.879488,0.877384,0.928753,0.897132]
area_under_roc_curve
0.828042 [0.852804,0.75164,0.790621,0.676655,0.89447,0.873314,0.914091,0.89662]
area_under_roc_curve
0.832306 [0.855285,0.758481,0.78094,0.684358,0.890122,0.894618,0.909163,0.916449]
area_under_roc_curve
0.830249 [0.863321,0.77161,0.764514,0.678291,0.883783,0.883638,0.902168,0.891557]
area_under_roc_curve
0.841412 [0.880956,0.780226,0.799881,0.68268,0.885076,0.889435,0.904187,0.914656]
area_under_roc_curve
0.830509 [0.851762,0.75878,0.753903,0.700927,0.900571,0.890208,0.874814,0.898612]
area_under_roc_curve
0.850951 [0.878412,0.77941,0.777068,0.743905,0.898669,0.896414,0.929369,0.906581]
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
0.373578 [0.642105,0.021505,0,0.109091,0.542125,0.517241,0.190476,0.068966]
f_measure
0.351801 [0.636364,0,0,0.057143,0.52549,0.486275,0.051282,0.142857]
f_measure
0.360479 [0.629174,0.104167,0.036364,0.019802,0.486692,0.511628,0.117647,0.142857]
f_measure
0.355126 [0.650264,0.020619,0,0.075472,0.507692,0.503876,0.058824,0]
f_measure
0.374716 [0.638596,0.06383,0,0.11215,0.53125,0.539683,0.142857,0]
f_measure
0.399424 [0.635548,0.093458,0,0.132075,0.580882,0.61157,0.105263,0.074074]
f_measure
0.380566 [0.641711,0.061856,0.034483,0.074074,0.553506,0.5,0.25,0.137931]
f_measure
0.378718 [0.646643,0.060606,0,0.09434,0.57931,0.506667,0.114286,0.071429]
f_measure
0.36695 [0.639033,0.040816,0,0.041667,0.58209,0.518519,0.052632,0.074074]
f_measure
0.380362 [0.636522,0.078431,0,0.117647,0.533865,0.552529,0.117647,0.074074]
kappa
0.320311
kappa
0.298403
kappa
0.303305
kappa
0.306753
kappa
0.322573
kappa
0.351212
kappa
0.32304
kappa
0.330475
kappa
0.32402
kappa
0.329241
kb_relative_information_score
257.959399
kb_relative_information_score
249.144006
kb_relative_information_score
254.959629
kb_relative_information_score
250.966536
kb_relative_information_score
254.096817
kb_relative_information_score
257.756326
kb_relative_information_score
255.763058
kb_relative_information_score
259.729527
kb_relative_information_score
253.076613
kb_relative_information_score
264.452946
mean_absolute_error
0.163046
mean_absolute_error
0.164992
mean_absolute_error
0.16346
mean_absolute_error
0.164521
mean_absolute_error
0.163941
mean_absolute_error
0.163402
mean_absolute_error
0.163217
mean_absolute_error
0.16228
mean_absolute_error
0.164038
mean_absolute_error
0.16162
mean_prior_absolute_error
0.208134
mean_prior_absolute_error
0.20812
mean_prior_absolute_error
0.20812
mean_prior_absolute_error
0.208151
mean_prior_absolute_error
0.208152
mean_prior_absolute_error
0.208169
mean_prior_absolute_error
0.208169
mean_prior_absolute_error
0.208169
mean_prior_absolute_error
0.208205
mean_prior_absolute_error
0.208173
number_of_instances
702 [194,87,52,89,123,100,31,26]
number_of_instances
702 [194,87,53,89,123,100,31,25]
number_of_instances
702 [194,87,53,89,123,100,31,25]
number_of_instances
702 [194,86,53,89,123,100,31,26]
number_of_instances
702 [194,87,53,88,123,100,31,26]
number_of_instances
702 [194,87,53,89,122,100,31,26]
number_of_instances
702 [194,87,53,89,122,100,31,26]
number_of_instances
702 [194,87,53,89,122,100,31,26]
number_of_instances
702 [193,87,53,89,123,100,31,26]
number_of_instances
701 [193,87,52,89,123,100,31,26]
precision
0.370973 [0.486702,0.166667,0,0.285714,0.493333,0.454545,0.363636,0.333333]
precision
0.332006 [0.481481,0,0,0.1875,0.507576,0.4,0.125,0.666667]
precision
0.441861 [0.477333,0.555556,0.5,0.083333,0.457143,0.417722,0.666667,0.666667]
precision
0.335034 [0.493333,0.090909,0,0.235294,0.481752,0.411392,0.333333,0]
precision
0.391821 [0.484043,0.428571,0,0.315789,0.511278,0.447368,0.272727,0]
precision
0.433355 [0.487603,0.25,0,0.411765,0.526667,0.521127,0.285714,1]
precision
0.404858 [0.490463,0.3,0.2,0.210526,0.503356,0.439394,0.352941,0.666667]
precision
0.396669 [0.491935,0.25,0,0.294118,0.5,0.456,0.5,0.5]
precision
0.390879 [0.479275,0.181818,0,0.285714,0.537931,0.440559,0.142857,1]
precision
0.446516 [0.479058,0.266667,0,0.461538,0.523438,0.452229,0.666667,1]
predictive_accuracy
0.468661
predictive_accuracy
0.451567
predictive_accuracy
0.45584
predictive_accuracy
0.458689
predictive_accuracy
0.470085
predictive_accuracy
0.491453
predictive_accuracy
0.468661
predictive_accuracy
0.477208
predictive_accuracy
0.472934
predictive_accuracy
0.476462
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
prior_entropy
2.759053
recall
0.468661 [0.943299,0.011494,0,0.067416,0.601626,0.6,0.129032,0.038462]
recall
0.451567 [0.938144,0,0,0.033708,0.544715,0.62,0.032258,0.08]
recall
0.45584 [0.92268,0.057471,0.018868,0.011236,0.520325,0.66,0.064516,0.08]
recall
0.458689 [0.953608,0.011628,0,0.044944,0.536585,0.65,0.032258,0]
recall
0.470085 [0.938144,0.034483,0,0.068182,0.552846,0.68,0.096774,0]
recall
0.491453 [0.912371,0.057471,0,0.078652,0.647541,0.74,0.064516,0.038462]
recall
0.468661 [0.927835,0.034483,0.018868,0.044944,0.614754,0.58,0.193548,0.076923]
recall
0.477208 [0.943299,0.034483,0,0.05618,0.688525,0.57,0.064516,0.038462]
recall
0.472934 [0.958549,0.022989,0,0.022472,0.634146,0.63,0.032258,0.038462]
recall
0.476462 [0.948187,0.045977,0,0.067416,0.544715,0.71,0.064516,0.038462]
relative_absolute_error
0.783373
relative_absolute_error
0.792774
relative_absolute_error
0.785412
relative_absolute_error
0.790393
relative_absolute_error
0.787601
relative_absolute_error
0.784947
relative_absolute_error
0.784056
relative_absolute_error
0.779559
relative_absolute_error
0.787869
relative_absolute_error
0.776374
root_mean_prior_squared_error
0.322567
root_mean_prior_squared_error
0.322546
root_mean_prior_squared_error
0.322546
root_mean_prior_squared_error
0.322594
root_mean_prior_squared_error
0.322596
root_mean_prior_squared_error
0.322622
root_mean_prior_squared_error
0.322622
root_mean_prior_squared_error
0.322622
root_mean_prior_squared_error
0.322678
root_mean_prior_squared_error
0.322627
root_mean_squared_error
0.285261
root_mean_squared_error
0.288818
root_mean_squared_error
0.287035
root_mean_squared_error
0.287325
root_mean_squared_error
0.28729
root_mean_squared_error
0.286023
root_mean_squared_error
0.286797
root_mean_squared_error
0.283644
root_mean_squared_error
0.286091
root_mean_squared_error
0.282222
root_relative_squared_error
0.884346
root_relative_squared_error
0.895432
root_relative_squared_error
0.889903
root_relative_squared_error
0.890671
root_relative_squared_error
0.890558
root_relative_squared_error
0.886555
root_relative_squared_error
0.888956
root_relative_squared_error
0.879182
root_relative_squared_error
0.886614
root_relative_squared_error
0.874762
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
1210
usercpu_time_millis
1140
usercpu_time_millis
1170
usercpu_time_millis
1140
usercpu_time_millis
1150
usercpu_time_millis
1140
usercpu_time_millis
1140
usercpu_time_millis
1160
usercpu_time_millis
1140
usercpu_time_millis
1170
usercpu_time_millis_testing
0
usercpu_time_millis_testing
0
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
0
usercpu_time_millis_training
1210
usercpu_time_millis_training
1140
usercpu_time_millis_training
1160
usercpu_time_millis_training
1140
usercpu_time_millis_training
1150
usercpu_time_millis_training
1140
usercpu_time_millis_training
1140
usercpu_time_millis_training
1160
usercpu_time_millis_training
1140
usercpu_time_millis_training
1170