337784
2
Joaquin Vanschoren
3517
Supervised Classification
predictive_accuracy
1200
weka.LADTree(4)
2070
weka.classifiers.trees.LADTree -- -B 10
B
10
1200
study_1
weka
weka_3.7.12
382
ipums_la_97-small
https://www.openml.org/data/download/52422/ipums_la_97-small.arff
-1
1158734
description
https://api.openml.org/data/download/1158734/weka_generated_run5641056756932367090.xml
-1
1158737
model_readable
https://api.openml.org/data/download/1158737/WekaModel_weka.classifiers.trees.LADTree6005762691081750347.model
-1
1158736
model_serialized
https://api.openml.org/data/download/1158736/WekaSerialized_weka.classifiers.trees.LADTree1318823046502553765.model
-1
1158735
predictions
https://api.openml.org/data/download/1158735/weka_generated_predictions3239852762381355252.arff
area_under_roc_curve
0.821067 [0.851859,0.752184,0.781539,0.665008,0.878256,0.871302,0.89263,0.887736]
average_cost
0
f_measure
0.370621 [0.653832,0.075758,0,0.114082,0.574178,0.414904,0,0.184466]
kappa
0.315686
kb_relative_information_score
2461.876533
mean_absolute_error
0.166015
mean_prior_absolute_error
0.208156
number_of_instances
7019 [1938,869,528,889,1227,1000,310,258]
os_information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
precision
0.35169 [0.509815,0.213904,0,0.274678,0.463659,0.41785,0,0.246753]
predictive_accuracy
0.462317
prior_entropy
2.759053
recall
0.462317 [0.911249,0.04603,0,0.071991,0.753871,0.412,0,0.147287]
relative_absolute_error
0.797547
root_mean_prior_squared_error
0.322602
root_mean_squared_error
0.287764
root_relative_squared_error
0.892009
scimark_benchmark
1331.004713 [799.3770405647658, 967.832724029716, 522.5020871626386, 1074.3606305428655, 3290.9510840119588]
total_cost
0
usercpu_time_millis
213970
usercpu_time_millis_testing
10
usercpu_time_millis_training
213960
area_under_roc_curve
0.833002 [0.852778,0.750491,0.785577,0.733334,0.884922,0.884834,0.898707,0.874232]
area_under_roc_curve
0.820128 [0.838375,0.795645,0.747333,0.644289,0.876722,0.882475,0.925292,0.88582]
area_under_roc_curve
0.815466 [0.857278,0.750388,0.800273,0.637462,0.864295,0.855739,0.903827,0.872467]
area_under_roc_curve
0.817071 [0.859435,0.737768,0.80209,0.613212,0.873794,0.868289,0.917672,0.90635]
area_under_roc_curve
0.818436 [0.847228,0.743772,0.808166,0.640259,0.889598,0.864518,0.89825,0.868372]
area_under_roc_curve
0.821994 [0.850784,0.746771,0.786813,0.657826,0.880766,0.879136,0.888395,0.917843]
area_under_roc_curve
0.820415 [0.861048,0.740379,0.790156,0.655901,0.884412,0.868414,0.858877,0.879096]
area_under_roc_curve
0.818689 [0.84805,0.764863,0.782757,0.649046,0.869022,0.877865,0.864838,0.914855]
area_under_roc_curve
0.820791 [0.846081,0.753677,0.767087,0.68707,0.882156,0.872176,0.864526,0.884758]
area_under_roc_curve
0.842797 [0.870742,0.766904,0.768668,0.753855,0.891643,0.870849,0.928888,0.900399]
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
0.363056 [0.650909,0.092593,0,0.041237,0.601719,0.393064,0,0.136364]
f_measure
0.379669 [0.613546,0.093458,0,0.13986,0.583333,0.473934,0,0.311111]
f_measure
0.383382 [0.660118,0.072727,0,0.192593,0.551948,0.423963,0,0.292683]
f_measure
0.345073 [0.669118,0.038835,0,0.09434,0.591781,0.267516,0,0.044444]
f_measure
0.373683 [0.656934,0.106195,0,0.039604,0.582043,0.462312,0,0.166667]
f_measure
0.378056 [0.664234,0.148148,0,0.07767,0.547771,0.430622,0,0.263158]
f_measure
0.364718 [0.667877,0.056075,0,0.081633,0.574194,0.419048,0,0.090909]
f_measure
0.360055 [0.65019,0,0,0.204082,0.5625,0.333333,0,0.25]
f_measure
0.364723 [0.65,0.109091,0,0.042553,0.565657,0.44843,0,0.111111]
f_measure
0.370574 [0.652482,0.019417,0,0.142857,0.575342,0.438356,0,0.186047]
kappa
0.31918
kappa
0.309935
kappa
0.317302
kappa
0.3034
kappa
0.325213
kappa
0.324195
kappa
0.31725
kappa
0.305255
kappa
0.315415
kappa
0.319924
kb_relative_information_score
247.968339
kb_relative_information_score
247.597384
kb_relative_information_score
242.342817
kb_relative_information_score
245.001223
kb_relative_information_score
244.522422
kb_relative_information_score
244.897354
kb_relative_information_score
244.313326
kb_relative_information_score
243.831928
kb_relative_information_score
243.134541
kb_relative_information_score
258.2672
mean_absolute_error
0.165492
mean_absolute_error
0.166953
mean_absolute_error
0.166351
mean_absolute_error
0.166654
mean_absolute_error
0.165802
mean_absolute_error
0.16648
mean_absolute_error
0.165781
mean_absolute_error
0.166641
mean_absolute_error
0.16623
mean_absolute_error
0.163758
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
0.35408 [0.502809,0.238095,0,0.25,0.464602,0.465753,0,0.166667]
precision
0.353631 [0.5,0.25,0,0.185185,0.481481,0.45045,0,0.35]
precision
0.354635 [0.533333,0.173913,0,0.282609,0.459459,0.393162,0,0.375]
precision
0.32803 [0.52,0.117647,0,0.294118,0.446281,0.368421,0,0.052632]
precision
0.348054 [0.508475,0.230769,0,0.153846,0.47,0.464646,0,0.3]
precision
0.3776 [0.514124,0.380952,0,0.285714,0.447917,0.412844,0,0.416667]
precision
0.360739 [0.515406,0.15,0,0.444444,0.473404,0.4,0,0.111111]
precision
0.321815 [0.51506,0,0,0.258621,0.430435,0.411765,0,0.357143]
precision
0.369283 [0.495913,0.26087,0,0.4,0.482759,0.406504,0,0.2]
precision
0.396532 [0.495957,0.0625,0,0.777778,0.497041,0.403361,0,0.235294]
predictive_accuracy
0.467236
predictive_accuracy
0.451567
predictive_accuracy
0.458689
predictive_accuracy
0.454416
predictive_accuracy
0.47151
predictive_accuracy
0.470085
predictive_accuracy
0.464387
predictive_accuracy
0.452991
predictive_accuracy
0.464387
predictive_accuracy
0.467903
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
0.467236 [0.92268,0.057471,0,0.022472,0.853659,0.34,0,0.115385]
recall
0.451567 [0.793814,0.057471,0,0.11236,0.739837,0.5,0,0.28]
recall
0.458689 [0.865979,0.045977,0,0.146067,0.691057,0.46,0,0.24]
recall
0.454416 [0.938144,0.023256,0,0.05618,0.878049,0.21,0,0.038462]
recall
0.47151 [0.927835,0.068966,0,0.022727,0.764228,0.46,0,0.115385]
recall
0.470085 [0.938144,0.091954,0,0.044944,0.704918,0.45,0,0.192308]
recall
0.464387 [0.948454,0.034483,0,0.044944,0.729508,0.44,0,0.076923]
recall
0.452991 [0.881443,0,0,0.168539,0.811475,0.28,0,0.192308]
recall
0.464387 [0.943005,0.068966,0,0.022472,0.682927,0.5,0,0.076923]
recall
0.467903 [0.953368,0.011494,0,0.078652,0.682927,0.48,0,0.153846]
relative_absolute_error
0.795124
relative_absolute_error
0.802193
relative_absolute_error
0.799304
relative_absolute_error
0.800641
relative_absolute_error
0.796542
relative_absolute_error
0.799731
relative_absolute_error
0.796374
relative_absolute_error
0.800507
relative_absolute_error
0.798393
relative_absolute_error
0.786646
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
0.286973
root_mean_squared_error
0.289226
root_mean_squared_error
0.28898
root_mean_squared_error
0.287881
root_mean_squared_error
0.288776
root_mean_squared_error
0.288169
root_mean_squared_error
0.287277
root_mean_squared_error
0.288294
root_mean_squared_error
0.288537
root_mean_squared_error
0.283477
root_relative_squared_error
0.889652
root_relative_squared_error
0.896697
root_relative_squared_error
0.895934
root_relative_squared_error
0.892395
root_relative_squared_error
0.895163
root_relative_squared_error
0.893208
root_relative_squared_error
0.890445
root_relative_squared_error
0.893595
root_relative_squared_error
0.894194
root_relative_squared_error
0.878652
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
184070
usercpu_time_millis
181940
usercpu_time_millis
181190
usercpu_time_millis
174790
usercpu_time_millis
173170
usercpu_time_millis
178770
usercpu_time_millis
178430
usercpu_time_millis
174910
usercpu_time_millis
180680
usercpu_time_millis
181440
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_testing
0
usercpu_time_millis_testing
10
usercpu_time_millis_testing
0
usercpu_time_millis_training
184070
usercpu_time_millis_training
181940
usercpu_time_millis_training
181190
usercpu_time_millis_training
174790
usercpu_time_millis_training
173170
usercpu_time_millis_training
178770
usercpu_time_millis_training
178430
usercpu_time_millis_training
174910
usercpu_time_millis_training
180670
usercpu_time_millis_training
181440