2633
1
Jan van Rijn
171
Supervised Data Stream Classification
98
moa.SPegasos(1)
39
functions.SPegasos
l
1.0E-4
98
o
HINGE
98
131
BNG(sick,nominal,1000000)
https://www.openml.org/data/download/1855/BayesianNetworkGenerator_sick.arff
-1
5498
description
https://api.openml.org/data/download/5498/moa_task_1713421875184218044925.xml
-1
5499
predictions
https://api.openml.org/data/download/5499/openml_task_171_predictions7662584706023880743.arff
area_under_roc_curve
0.513413 [0.513413,0.513413]
average_cost
0
confusion_matrix
[[929254,9507],[58976,2263]]
f_measure
0.909195 [0.964461,0.061992]
kappa
0.043098
kb_relative_information_score
863034
mean_absolute_error
0.068483
mean_prior_absolute_error
0.5
number_of_instances
1000000 [938761,61239]
precision
0.894512 [0.940322,0.192268]
predictive_accuracy
0.931517
prior_entropy
1
ram_hours
0.00000004056903223196665
recall
0.931517 [0.989873,0.036954]
relative_absolute_error
0.136966
root_mean_prior_squared_error
0.5
root_mean_squared_error
0.261693
root_relative_squared_error
0.523385
run_cpu_time
8.91
total_cost
0