1839622
1933
Sven Arends
125968
Supervised Classification
1728
weka.HoeffdingTree(4)
2371
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
1728
S
1
1728
E
1.0E-7
1728
H
0.05
1728
M
0.01
1728
G
200.0
1728
N
0.0
1728
weka
weka_3.7.13
40536
SpeedDating
https://www.openml.org/data/download/13153954/speeddating.arff
-1
4617805
description
https://api.openml.org/data/download/4617805/weka_generated_run2110000381595971569.xml
-1
4617808
model_readable
https://api.openml.org/data/download/4617808/WekaModel_weka.classifiers.trees.HoeffdingTree8599762578442847665.model
-1
4617807
model_serialized
https://api.openml.org/data/download/4617807/WekaSerialized_weka.classifiers.trees.HoeffdingTree5005047125779974117.model
-1
4617806
predictions
https://api.openml.org/data/download/4617806/weka_generated_predictions7388164352761320845.arff
area_under_roc_curve
0.644932 [0.644932,0.644932]
average_cost
6.578181
f_measure
0.798975 [0.90108,0.281204]
kappa
0.196739
kb_relative_information_score
-74.739505
mean_absolute_error
0.226308
mean_prior_absolute_error
0.275224
number_of_instances
8378 [6998,1380]
precision
0.789532 [0.858362,0.440495]
predictive_accuracy
0.826092
prior_entropy
0.645663
recall
0.826092 [0.948271,0.206522]
relative_absolute_error
0.822269
root_mean_prior_squared_error
0.370925
root_mean_squared_error
0.389894
root_relative_squared_error
1.051138
total_cost
55112
area_under_roc_curve
0.62661 [0.62661,0.62661]
area_under_roc_curve
0.653256 [0.653256,0.653256]
area_under_roc_curve
0.649451 [0.649451,0.649451]
area_under_roc_curve
0.641661 [0.641661,0.641661]
area_under_roc_curve
0.641268 [0.641268,0.641268]
area_under_roc_curve
0.66485 [0.66485,0.66485]
area_under_roc_curve
0.663649 [0.663649,0.663649]
area_under_roc_curve
0.623556 [0.623556,0.623556]
area_under_roc_curve
0.63186 [0.63186,0.63186]
area_under_roc_curve
0.62719 [0.62719,0.62719]
average_cost
6.711217
average_cost
5.959427
average_cost
6.375895
average_cost
6.673031
average_cost
6.360382
average_cost
6.48568
average_cost
6.606205
average_cost
6.902148
average_cost
6.684588
average_cost
7.023895
f_measure
0.804525 [0.908602,0.276596]
f_measure
0.811347 [0.901718,0.352941]
f_measure
0.799729 [0.898154,0.300469]
f_measure
0.791281 [0.895848,0.26087]
f_measure
0.811052 [0.907859,0.32]
f_measure
0.802902 [0.902919,0.295567]
f_measure
0.798237 [0.90095,0.277228]
f_measure
0.790129 [0.899392,0.235897]
f_measure
0.788533 [0.893443,0.257143]
f_measure
0.789908 [0.90175,0.223404]
kappa
0.207146
kappa
0.261606
kappa
0.208702
kappa
0.169717
kappa
0.242677
kappa
0.21252
kappa
0.193019
kappa
0.154498
kappa
0.162452
kappa
0.14875
kb_relative_information_score
0.490545
kb_relative_information_score
80.988702
kb_relative_information_score
20.795583
kb_relative_information_score
38.752476
kb_relative_information_score
29.018194
kb_relative_information_score
-18.570799
kb_relative_information_score
-1.965507
kb_relative_information_score
-68.630307
kb_relative_information_score
-103.465153
kb_relative_information_score
-52.15324
mean_absolute_error
0.235663
mean_absolute_error
0.204373
mean_absolute_error
0.215936
mean_absolute_error
0.217337
mean_absolute_error
0.213105
mean_absolute_error
0.227953
mean_absolute_error
0.226532
mean_absolute_error
0.240873
mean_absolute_error
0.246237
mean_absolute_error
0.23511
mean_prior_absolute_error
0.275198
mean_prior_absolute_error
0.275198
mean_prior_absolute_error
0.275198
mean_prior_absolute_error
0.275198
mean_prior_absolute_error
0.275198
mean_prior_absolute_error
0.275198
mean_prior_absolute_error
0.275198
mean_prior_absolute_error
0.275198
mean_prior_absolute_error
0.27533
mean_prior_absolute_error
0.27533
number_of_instances
838 [700,138]
number_of_instances
838 [700,138]
number_of_instances
838 [700,138]
number_of_instances
838 [700,138]
number_of_instances
838 [700,138]
number_of_instances
838 [700,138]
number_of_instances
838 [700,138]
number_of_instances
838 [700,138]
number_of_instances
837 [699,138]
number_of_instances
837 [699,138]
precision
0.802229 [0.857868,0.52]
precision
0.803169 [0.868874,0.46988]
precision
0.789537 [0.861075,0.426667]
precision
0.779188 [0.855657,0.391304]
precision
0.806214 [0.863402,0.516129]
precision
0.79462 [0.860285,0.461538]
precision
0.788654 [0.857881,0.4375]
precision
0.778772 [0.852753,0.403509]
precision
0.775778 [0.854902,0.375]
precision
0.780218 [0.851334,0.42]
predictive_accuracy
0.837709
predictive_accuracy
0.829356
predictive_accuracy
0.822196
predictive_accuracy
0.817422
predictive_accuracy
0.837709
predictive_accuracy
0.829356
predictive_accuracy
0.825776
predictive_accuracy
0.822196
predictive_accuracy
0.81362
predictive_accuracy
0.825568
prior_entropy
0.645663
prior_entropy
0.645663
prior_entropy
0.645663
prior_entropy
0.645663
prior_entropy
0.645663
prior_entropy
0.645663
prior_entropy
0.645663
prior_entropy
0.645663
prior_entropy
0.645663
prior_entropy
0.645663
recall
0.837709 [0.965714,0.188406]
recall
0.829356 [0.937143,0.282609]
recall
0.822196 [0.938571,0.231884]
recall
0.817422 [0.94,0.195652]
recall
0.837709 [0.957143,0.231884]
recall
0.829356 [0.95,0.217391]
recall
0.825776 [0.948571,0.202899]
recall
0.822196 [0.951429,0.166667]
recall
0.81362 [0.935622,0.195652]
recall
0.825568 [0.958512,0.152174]
relative_absolute_error
0.856339
relative_absolute_error
0.74264
relative_absolute_error
0.784656
relative_absolute_error
0.789747
relative_absolute_error
0.77437
relative_absolute_error
0.828322
relative_absolute_error
0.82316
relative_absolute_error
0.875272
relative_absolute_error
0.894333
relative_absolute_error
0.853922
root_mean_prior_squared_error
0.37089
root_mean_prior_squared_error
0.37089
root_mean_prior_squared_error
0.37089
root_mean_prior_squared_error
0.37089
root_mean_prior_squared_error
0.37089
root_mean_prior_squared_error
0.37089
root_mean_prior_squared_error
0.37089
root_mean_prior_squared_error
0.37089
root_mean_prior_squared_error
0.371067
root_mean_prior_squared_error
0.371067
root_mean_squared_error
0.384986
root_mean_squared_error
0.390764
root_mean_squared_error
0.39636
root_mean_squared_error
0.397187
root_mean_squared_error
0.382484
root_mean_squared_error
0.383555
root_mean_squared_error
0.389504
root_mean_squared_error
0.393851
root_mean_squared_error
0.395156
root_mean_squared_error
0.384723
root_relative_squared_error
1.038006
root_relative_squared_error
1.053585
root_relative_squared_error
1.068675
root_relative_squared_error
1.070905
root_relative_squared_error
1.031261
root_relative_squared_error
1.03415
root_relative_squared_error
1.050188
root_relative_squared_error
1.06191
root_relative_squared_error
1.064916
root_relative_squared_error
1.036801
total_cost
5624
total_cost
4994
total_cost
5343
total_cost
5592
total_cost
5330
total_cost
5435
total_cost
5536
total_cost
5784
total_cost
5595
total_cost
5879