220063
2
Joaquin Vanschoren
3517
Supervised Classification
predictive_accuracy
1087
weka.HoeffdingTree(3)
1857
weka.classifiers.trees.HoeffdingTree -- -L 2 -S 1 -E 1.0E-7 -H 0.05 -M 0.01 -G 200.0 -N 0.0
L
2
1087
S
1
1087
E
1.0E-7
1087
H
0.05
1087
M
0.01
1087
G
200.0
1087
N
0.0
1087
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
733368
description
https://www.openml.org/data/download/733368/weka_generated_run1032930711536755636.xml
-1
733371
model_readable
https://www.openml.org/data/download/733371/WekaModel_weka.classifiers.trees.HoeffdingTree6895751193585965193.model
-1
733370
model_serialized
https://www.openml.org/data/download/733370/WekaSerialized_weka.classifiers.trees.HoeffdingTree6164672258319672197.model
-1
733369
predictions
https://www.openml.org/data/download/733369/weka_generated_predictions2395867565069320421.arff
area_under_roc_curve
0.51724 [0.488673,0.541328,0.513337,0.487511,0.561788,0.558733,0.457669,0.460011]
average_cost
0
f_measure
0.123921 [0.425446,0.038544,0.00738,0.008879,0,0,0,0]
kappa
-0.002648
kb_relative_information_score
987.818461
mean_absolute_error
0.195083
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
0.162414 [0.272229,0.276923,0.142857,0.333333,0,0,0,0]
predictive_accuracy
0.272119
prior_entropy
2.759053
recall
0.272119 [0.973168,0.020713,0.003788,0.004499,0,0,0,0]
relative_absolute_error
0.937196
root_mean_prior_squared_error
0.322602
root_mean_squared_error
0.339388
root_relative_squared_error
1.052031
scimark_benchmark
912.500563 [496.51028588610603, 991.9974325509459, 472.1819953046527, 894.0790780194669, 1707.7340248615362]
total_cost
0
usercpu_time_millis
60
usercpu_time_millis_testing
20
usercpu_time_millis_training
40
area_under_roc_curve
0.52901 [0.514794,0.593272,0.501109,0.480415,0.56304,0.560631,0.451565,0.451923]
area_under_roc_curve
0.522504 [0.508036,0.511961,0.56566,0.491724,0.561313,0.552824,0.457526,0.457903]
area_under_roc_curve
0.517211 [0.49239,0.548659,0.472309,0.470645,0.572539,0.569767,0.455291,0.455687]
area_under_roc_curve
0.517357 [0.486642,0.555204,0.515481,0.486684,0.559585,0.557309,0.453055,0.453402]
area_under_roc_curve
0.514773 [0.490152,0.530007,0.50721,0.49145,0.558722,0.550191,0.461252,0.461538]
area_under_roc_curve
0.509865 [0.464197,0.510476,0.566183,0.501695,0.548961,0.552326,0.466468,0.466716]
area_under_roc_curve
0.517002 [0.481345,0.549603,0.535541,0.469216,0.568966,0.566445,0.447839,0.448225]
area_under_roc_curve
0.503507 [0.455719,0.514232,0.484781,0.510778,0.552586,0.550664,0.467958,0.468195]
area_under_roc_curve
0.525975 [0.505965,0.580899,0.502442,0.483522,0.563903,0.561462,0.4538,0.454142]
area_under_roc_curve
0.51589 [0.487521,0.522277,0.483851,0.49004,0.568339,0.565724,0.46194,0.482194]
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
0.125573 [0.434004,0.022727,0,0.022222,0,0,0,0]
f_measure
0.123634 [0.427447,0.044444,0,0,0,0,0,0]
f_measure
0.123387 [0.427602,0.042105,0,0,0,0,0,0]
f_measure
0.123645 [0.427447,0.022222,0.037037,0,0,0,0,0]
f_measure
0.120807 [0.419026,0.040404,0,0,0,0,0,0]
f_measure
0.116031 [0.419865,0,0,0,0,0,0,0]
f_measure
0.122893 [0.425197,0.043478,0,0,0,0,0,0]
f_measure
0.123861 [0.419026,0.021053,0,0.043011,0,0,0,0]
f_measure
0.133687 [0.427602,0.086022,0.035088,0.022222,0,0,0,0]
f_measure
0.125351 [0.427119,0.0625,0,0,0,0,0,0]
kappa
0.004529
kappa
-0.001452
kappa
-0.002017
kappa
-0.001738
kappa
-0.009843
kappa
-0.012715
kappa
-0.003707
kappa
-0.007807
kappa
0.00754
kappa
0.000709
kb_relative_information_score
102.413869
kb_relative_information_score
98.806044
kb_relative_information_score
99.093395
kb_relative_information_score
100.307458
kb_relative_information_score
98.325576
kb_relative_information_score
93.6645
kb_relative_information_score
99.261114
kb_relative_information_score
94.971994
kb_relative_information_score
101.535405
kb_relative_information_score
99.439107
mean_absolute_error
0.193903
mean_absolute_error
0.194954
mean_absolute_error
0.194846
mean_absolute_error
0.194921
mean_absolute_error
0.195012
mean_absolute_error
0.196578
mean_absolute_error
0.195209
mean_absolute_error
0.196233
mean_absolute_error
0.194448
mean_absolute_error
0.194729
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
0.327302 [0.277143,1,0,1,0,0,0,0]
precision
0.158171 [0.273381,0.666667,0,0,0,0,0,0]
precision
0.10668 [0.273913,0.25,0,0,0,0,0,0]
precision
0.181675 [0.273381,0.25,1,0,0,0,0,0]
precision
0.094858 [0.268505,0.166667,0,0,0,0,0,0]
precision
0.07428 [0.268786,0,0,0,0,0,0,0]
precision
0.124725 [0.271942,0.4,0,0,0,0,0,0]
precision
0.153084 [0.268505,0.125,0,0.5,0,0,0,0]
precision
0.303474 [0.273517,0.666667,0.25,1,0,0,0,0]
precision
0.116566 [0.273121,0.333333,0,0,0,0,0,0]
predictive_accuracy
0.279202
predictive_accuracy
0.273504
predictive_accuracy
0.27208
predictive_accuracy
0.273504
predictive_accuracy
0.266382
predictive_accuracy
0.264957
predictive_accuracy
0.27208
predictive_accuracy
0.267806
predictive_accuracy
0.277778
predictive_accuracy
0.273894
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
0.279202 [1,0.011494,0,0.011236,0,0,0,0]
recall
0.273504 [0.979381,0.022989,0,0,0,0,0,0]
recall
0.27208 [0.974227,0.022989,0,0,0,0,0,0]
recall
0.273504 [0.979381,0.011628,0.018868,0,0,0,0,0]
recall
0.266382 [0.953608,0.022989,0,0,0,0,0,0]
recall
0.264957 [0.958763,0,0,0,0,0,0,0]
recall
0.27208 [0.974227,0.022989,0,0,0,0,0,0]
recall
0.267806 [0.953608,0.011494,0,0.022472,0,0,0,0]
recall
0.277778 [0.979275,0.045977,0.018868,0.011236,0,0,0,0]
recall
0.273894 [0.979275,0.034483,0,0,0,0,0,0]
relative_absolute_error
0.931627
relative_absolute_error
0.936739
relative_absolute_error
0.936217
relative_absolute_error
0.936437
relative_absolute_error
0.936872
relative_absolute_error
0.944318
relative_absolute_error
0.937743
relative_absolute_error
0.942662
relative_absolute_error
0.933922
relative_absolute_error
0.935423
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
0.3373
root_mean_squared_error
0.339027
root_mean_squared_error
0.33976
root_mean_squared_error
0.338379
root_mean_squared_error
0.339436
root_mean_squared_error
0.342264
root_mean_squared_error
0.338465
root_mean_squared_error
0.34122
root_mean_squared_error
0.338051
root_mean_squared_error
0.339946
root_relative_squared_error
1.045673
root_relative_squared_error
1.051094
root_relative_squared_error
1.053368
root_relative_squared_error
1.048932
root_relative_squared_error
1.052202
root_relative_squared_error
1.060881
root_relative_squared_error
1.049107
root_relative_squared_error
1.057644
root_relative_squared_error
1.047643
root_relative_squared_error
1.053679
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
30
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
40
usercpu_time_millis
20
usercpu_time_millis
30
usercpu_time_millis
30
usercpu_time_millis
20
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_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
30
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
30
usercpu_time_millis_training
40
usercpu_time_millis_training
40
usercpu_time_millis_training
20
usercpu_time_millis_training
30
usercpu_time_millis_training
30
usercpu_time_millis_training
20