2041741
2742
Wouter Nuijten
145685
Supervised Classification
total_cost
6086
weka.CostSensitiveClassifier_RandomForest(5)
182327
weka.classifiers.meta.CostSensitiveClassifier -- -cost-matrix "[0.0 1.0; 500.0 0.0]" -S 1 -W weka.classifiers.trees.RandomForest -- -P 100 -I 100 -num-slots 1 -K 0 -M 1.0 -V 0.001 -S 1
P
100
5923
I
100
5923
num-slots
1
5923
K
0
5923
M
1.0
5923
V
0.001
5923
S
1
5923
cost-matrix
[0.0 1.0; 500.0 0.0]
6086
S
1
6086
W
weka.classifiers.trees.RandomForest
6086
weka
weka_3.8.1
1597
creditcard
https://www.openml.org/data/download/1673544/phpKo8OWT
-1
5033970
description
https://api.openml.org/data/download/5033970/weka_generated_run6584940510198901739.xml
-1
5033972
model_readable
https://api.openml.org/data/download/5033972/WekaModel_weka.classifiers.meta.CostSensitiveClassifier8299009615531033407.model
-1
5033971
model_serialized
https://api.openml.org/data/download/5033971/WekaSerialized_weka.classifiers.meta.CostSensitiveClassifier290107102401540703.model
-1
5033973
predictions
https://api.openml.org/data/download/5033973/weka_generated_predictions1024606735197736539.arff
area_under_roc_curve
0.963249 [0.963249,0.963249]
average_cost
0.166881
f_measure
0.999549 [0.999782,0.864924]
kappa
0.864707
kb_relative_information_score
-1522304.344514
mean_absolute_error
0.001169
mean_prior_absolute_error
0.003452
number_of_instances
284807 [284315,492]
precision
0.999549 [0.999666,0.931925]
predictive_accuracy
0.999565
prior_entropy
0.018376
recall
0.999565 [0.999898,0.806911]
relative_absolute_error
0.338709
root_mean_prior_squared_error
0.041527
root_mean_squared_error
0.020063
root_relative_squared_error
0.48312
total_cost
47529
area_under_roc_curve
0.989187 [0.989187,0.989187]
area_under_roc_curve
0.93532 [0.93532,0.93532]
area_under_roc_curve
0.924238 [0.924238,0.924238]
area_under_roc_curve
0.977602 [0.977602,0.977602]
area_under_roc_curve
0.978137 [0.978137,0.978137]
area_under_roc_curve
0.957787 [0.957787,0.957787]
area_under_roc_curve
0.978542 [0.978542,0.978542]
area_under_roc_curve
0.967659 [0.967659,0.967659]
area_under_roc_curve
0.95641 [0.95641,0.95641]
area_under_roc_curve
0.967537 [0.967537,0.967537]
average_cost
0.122994
average_cost
0.228468
average_cost
0.245813
average_cost
0.175626
average_cost
0.158
average_cost
0.140585
average_cost
0.14062
average_cost
0.122928
average_cost
0.193188
average_cost
0.14059
f_measure
0.999641 [0.999824,0.893617]
f_measure
0.999275 [0.999648,0.782609]
f_measure
0.999433 [0.999736,0.823529]
f_measure
0.99956 [0.999789,0.866667]
f_measure
0.999668 [0.999842,0.898876]
f_measure
0.99957 [0.999789,0.875]
f_measure
0.999537 [0.999771,0.865979]
f_measure
0.99971 [0.999859,0.913043]
f_measure
0.99952 [0.999771,0.853933]
f_measure
0.99957 [0.999789,0.87234]
kappa
0.893441
kappa
0.782259
kappa
0.823272
kappa
0.866457
kappa
0.89872
kappa
0.874789
kappa
0.865751
kappa
0.912903
kappa
0.853706
kappa
0.87213
kb_relative_information_score
-145767.163317
kb_relative_information_score
-149954.715155
kb_relative_information_score
-150778.330476
kb_relative_information_score
-158218.734613
kb_relative_information_score
-150400.24103
kb_relative_information_score
-156872.302653
kb_relative_information_score
-149081.976262
kb_relative_information_score
-153240.288985
kb_relative_information_score
-147894.837604
kb_relative_information_score
-160095.754423
mean_absolute_error
0.000994
mean_absolute_error
0.001406
mean_absolute_error
0.00125
mean_absolute_error
0.00119
mean_absolute_error
0.001183
mean_absolute_error
0.001176
mean_absolute_error
0.001084
mean_absolute_error
0.001079
mean_absolute_error
0.001172
mean_absolute_error
0.00116
mean_prior_absolute_error
0.003445
mean_prior_absolute_error
0.003445
mean_prior_absolute_error
0.003445
mean_prior_absolute_error
0.003445
mean_prior_absolute_error
0.003445
mean_prior_absolute_error
0.00348
mean_prior_absolute_error
0.00348
mean_prior_absolute_error
0.003446
mean_prior_absolute_error
0.003446
mean_prior_absolute_error
0.003446
number_of_instances
28481 [28432,49]
number_of_instances
28481 [28432,49]
number_of_instances
28481 [28432,49]
number_of_instances
28481 [28432,49]
number_of_instances
28481 [28432,49]
number_of_instances
28481 [28431,50]
number_of_instances
28481 [28431,50]
number_of_instances
28480 [28431,49]
number_of_instances
28480 [28431,49]
number_of_instances
28480 [28431,49]
precision
0.99964 [0.999754,0.933333]
precision
0.999264 [0.999543,0.837209]
precision
0.999461 [0.999508,0.972222]
precision
0.999565 [0.999648,0.95122]
precision
0.999684 [0.999684,1]
precision
0.999566 [0.999719,0.913043]
precision
0.999532 [0.999719,0.893617]
precision
0.999714 [0.999754,0.976744]
precision
0.999528 [0.999613,0.95]
precision
0.999566 [0.999719,0.911111]
predictive_accuracy
0.999649
predictive_accuracy
0.999298
predictive_accuracy
0.999473
predictive_accuracy
0.999579
predictive_accuracy
0.999684
predictive_accuracy
0.999579
predictive_accuracy
0.999544
predictive_accuracy
0.999719
predictive_accuracy
0.999544
predictive_accuracy
0.999579
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
prior_entropy
0.018376
recall
0.999649 [0.999894,0.857143]
recall
0.999298 [0.999754,0.734694]
recall
0.999473 [0.999965,0.714286]
recall
0.999579 [0.99993,0.795918]
recall
0.999684 [1,0.816327]
recall
0.999579 [0.999859,0.84]
recall
0.999544 [0.999824,0.84]
recall
0.999719 [0.999965,0.857143]
recall
0.999544 [0.99993,0.77551]
recall
0.999579 [0.999859,0.836735]
relative_absolute_error
0.288493
relative_absolute_error
0.40813
relative_absolute_error
0.36268
relative_absolute_error
0.345254
relative_absolute_error
0.343318
relative_absolute_error
0.33795
relative_absolute_error
0.311519
relative_absolute_error
0.313262
relative_absolute_error
0.340165
relative_absolute_error
0.336598
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041863
root_mean_prior_squared_error
0.041863
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_prior_squared_error
0.041443
root_mean_squared_error
0.017134
root_mean_squared_error
0.024464
root_mean_squared_error
0.022428
root_mean_squared_error
0.019811
root_mean_squared_error
0.018276
root_mean_squared_error
0.020247
root_mean_squared_error
0.019531
root_mean_squared_error
0.017404
root_mean_squared_error
0.02158
root_mean_squared_error
0.018533
root_relative_squared_error
0.41344
root_relative_squared_error
0.590307
root_relative_squared_error
0.541189
root_relative_squared_error
0.478046
root_relative_squared_error
0.440994
root_relative_squared_error
0.48366
root_relative_squared_error
0.46656
root_relative_squared_error
0.419948
root_relative_squared_error
0.520711
root_relative_squared_error
0.447181
total_cost
3503
total_cost
6507
total_cost
7001
total_cost
5002
total_cost
4500
total_cost
4004
total_cost
4005
total_cost
3501
total_cost
5502
total_cost
4004