1188
1
Jan van Rijn
172
Supervised Data Stream Classification
79
moa.SGD(1)
20
functions.SGD
l
1.0E-4
79
o
HINGE
79
r
1.0E-4
79
132
BNG(sonar,nominal,1000000)
https://www.openml.org/data/download/2162/BayesianNetworkGenerator_sonar.arff
-1
2537
description
https://api.openml.org/data/download/2537/moa_task_1728129713583981332472.xml
-1
2538
predictions
https://api.openml.org/data/download/2538/openml_task_172_predictions1602955140674647649.arff
area_under_roc_curve
0.792754 [0.792754,0.792754]
average_cost
0
confusion_matrix
[[358358,108086],[97517,436039]]
f_measure
0.794227 [0.77708,0.809217]
kappa
0.586344
kb_relative_information_score
588794
mean_absolute_error
0.205603
mean_prior_absolute_error
0.5
number_of_instances
1000000 [466444,533556]
precision
0.794236 [0.786088,0.801358]
predictive_accuracy
0.794397
prior_entropy
1
ram_hours
0.00000029413675268491104
recall
0.794397 [0.768277,0.817232]
relative_absolute_error
0.411206
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.453435
root_relative_squared_error
0.906869
run_cpu_time
23.83
total_cost
0