166507
1
Jan van Rijn
172
Supervised Data Stream Classification
79
moa.SGD(1)
2071
functions.SGD -o LOGLOSS
l
1.0E-4
79
o
LOGLOSS
79
r
1.0E-4
79
Moa
132
BNG(sonar,nominal,1000000)
https://www.openml.org/data/download/2162/BayesianNetworkGenerator_sonar.arff
-1
545398
description
https://api.openml.org/data/download/545398/moa_task_1727906935876550945950.xml
-1
545399
predictions
https://api.openml.org/data/download/545399/openml_task_172_predictions8987472624727914109.arff
area_under_roc_curve
0.865984 [0.865984,0.865984]
average_cost
0
confusion_matrix
[[347930,118514],[94650,438906]]
f_measure
0.786369 [0.765502,0.804612]
kappa
0.570361
kb_relative_information_score
398202.443857
mean_absolute_error
0.317576
mean_prior_absolute_error
0.5
number_of_instances
1000000 [466444,533556]
precision
0.786806 [0.78614,0.787388]
predictive_accuracy
0.786836
prior_entropy
1
recall
0.786836 [0.74592,0.822605]
relative_absolute_error
0.635152
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.38744
root_relative_squared_error
0.77488
total_cost
0