1842287
1965
M. van Nijnatten
125969
Supervised Classification
2139
weka.CostSensitiveClassifier_Bagging_RandomTree(1)
25655
weka.classifiers.meta.CostSensitiveClassifier -- -cost-matrix "[0.0 1.0; 2.05 0.0]" -M -S 1 -W weka.classifiers.meta.Bagging -num-decimal-places 6 -- -P 100 -O -S 1 -num-slots 4 -I 200 -W weka.classifiers.trees.RandomTree -num-decimal-places 6 -- -K 0 -M 1.0 -V 0.01 -S 1 -depth 12 -B -num-decimal-places 6
K
0
1725
M
1.0
1725
V
0.01
1725
S
1
1725
depth
12
1725
B
true
1725
num-decimal-places
6
1725
M
true
2139
cost-matrix
[0.0 1.0; 2.05 0.0]
2139
S
1
2139
W
weka.classifiers.meta.Bagging
2139
num-decimal-places
6
2139
P
100
2140
O
true
2140
S
1
2140
num-slots
4
2140
I
200
2140
W
weka.classifiers.trees.RandomTree
2140
num-decimal-places
6
2140
weka
weka_3.7.13
40536
SpeedDating
https://www.openml.org/data/download/13153954/speeddating.arff
-1
4628649
description
https://api.openml.org/data/download/4628649/weka_generated_run8397721838284882537.xml
-1
4628651
model_readable
https://api.openml.org/data/download/4628651/WekaModel_weka.classifiers.meta.CostSensitiveClassifier91787369726357321.model
-1
4628650
model_serialized
https://api.openml.org/data/download/4628650/WekaSerialized_weka.classifiers.meta.CostSensitiveClassifier8523577614737407791.model
-1
4628652
predictions
https://api.openml.org/data/download/4628652/weka_generated_predictions6590248735901543524.arff
area_under_roc_curve
0.725359 [0.725359,0.725359]
average_cost
0.216878
f_measure
0.858361 [0.918285,0.554486]
kappa
0.473152
kb_relative_information_score
3248.714966
mean_absolute_error
0.1381
mean_prior_absolute_error
0.275224
number_of_instances
8378 [6998,1380]
precision
0.855748 [0.907834,0.591619]
predictive_accuracy
0.8619
prior_entropy
0.645663
recall
0.8619 [0.92898,0.521739]
relative_absolute_error
0.501772
root_mean_prior_squared_error
0.370925
root_mean_squared_error
0.371618
root_relative_squared_error
1.001868
total_cost
1817
area_under_roc_curve
0.738986 [0.738986,0.738986]
area_under_roc_curve
0.704896 [0.704896,0.704896]
area_under_roc_curve
0.754037 [0.754037,0.754037]
area_under_roc_curve
0.696884 [0.696884,0.696884]
area_under_roc_curve
0.736532 [0.736532,0.736532]
area_under_roc_curve
0.736843 [0.736843,0.736843]
area_under_roc_curve
0.715 [0.715,0.715]
area_under_roc_curve
0.704948 [0.704948,0.704948]
area_under_roc_curve
0.738213 [0.738213,0.738213]
area_under_roc_curve
0.72725 [0.72725,0.72725]
average_cost
0.212411
average_cost
0.232697
average_cost
0.190931
average_cost
0.235084
average_cost
0.194511
average_cost
0.21599
average_cost
0.22315
average_cost
0.236277
average_cost
0.213859
average_cost
0.213859
f_measure
0.859342 [0.916726,0.568266]
f_measure
0.847806 [0.912553,0.51938]
f_measure
0.876847 [0.929577,0.609375]
f_measure
0.8472 [0.913684,0.50996]
f_measure
0.87781 [0.933241,0.596639]
f_measure
0.856381 [0.914408,0.562044]
f_measure
0.85468 [0.916901,0.539062]
f_measure
0.844433 [0.909348,0.515152]
f_measure
0.858185 [0.915835,0.566176]
f_measure
0.860909 [0.920254,0.560311]
kappa
0.485025
kappa
0.432435
kappa
0.539459
kappa
0.42465
kappa
0.531854
kappa
0.476457
kappa
0.456562
kappa
0.424722
kappa
0.482033
kappa
0.48108
kb_relative_information_score
319.191462
kb_relative_information_score
288.173332
kb_relative_information_score
394.521208
kb_relative_information_score
292.604493
kb_relative_information_score
412.245854
kb_relative_information_score
305.897978
kb_relative_information_score
314.760301
kb_relative_information_score
270.448686
kb_relative_information_score
314.357922
kb_relative_information_score
336.513729
mean_absolute_error
0.139618
mean_absolute_error
0.147971
mean_absolute_error
0.119332
mean_absolute_error
0.146778
mean_absolute_error
0.114558
mean_absolute_error
0.143198
mean_absolute_error
0.140811
mean_absolute_error
0.152745
mean_absolute_error
0.14098
mean_absolute_error
0.135006
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
0.858386 [0.913475,0.578947]
precision
0.844666 [0.901114,0.558333]
precision
0.874567 [0.916667,0.661017]
precision
0.843331 [0.897931,0.566372]
precision
0.876408 [0.909214,0.71]
precision
0.855974 [0.913105,0.566176]
precision
0.851565 [0.904167,0.584746]
precision
0.842072 [0.901685,0.539683]
precision
0.857402 [0.913229,0.574627]
precision
0.858115 [0.908078,0.605042]
predictive_accuracy
0.860382
predictive_accuracy
0.852029
predictive_accuracy
0.880668
predictive_accuracy
0.853222
predictive_accuracy
0.885442
predictive_accuracy
0.856802
predictive_accuracy
0.859189
predictive_accuracy
0.847255
predictive_accuracy
0.85902
predictive_accuracy
0.864994
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
0.860382 [0.92,0.557971]
recall
0.852029 [0.924286,0.485507]
recall
0.880668 [0.942857,0.565217]
recall
0.853222 [0.93,0.463768]
recall
0.885442 [0.958571,0.514493]
recall
0.856802 [0.915714,0.557971]
recall
0.859189 [0.93,0.5]
recall
0.847255 [0.917143,0.492754]
recall
0.85902 [0.918455,0.557971]
recall
0.864994 [0.932761,0.521739]
relative_absolute_error
0.507337
relative_absolute_error
0.53769
relative_absolute_error
0.433621
relative_absolute_error
0.533354
relative_absolute_error
0.416276
relative_absolute_error
0.520346
relative_absolute_error
0.511673
relative_absolute_error
0.555035
relative_absolute_error
0.512039
relative_absolute_error
0.490342
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
0.373655
root_mean_squared_error
0.38467
root_mean_squared_error
0.345444
root_mean_squared_error
0.383116
root_mean_squared_error
0.338465
root_mean_squared_error
0.378415
root_mean_squared_error
0.375249
root_mean_squared_error
0.390826
root_mean_squared_error
0.375473
root_mean_squared_error
0.367432
root_relative_squared_error
1.007457
root_relative_squared_error
1.037156
root_relative_squared_error
0.931394
root_relative_squared_error
1.032966
root_relative_squared_error
0.912576
root_relative_squared_error
1.020291
root_relative_squared_error
1.011753
root_relative_squared_error
1.053752
root_relative_squared_error
1.011872
root_relative_squared_error
0.990202
total_cost
178
total_cost
195
total_cost
160
total_cost
197
total_cost
163
total_cost
181
total_cost
187
total_cost
198
total_cost
179
total_cost
179