Run
166507

Run 166507

Task 172 (Supervised Data Stream Classification) BNG(sonar,nominal,1000000) Uploaded 18-02-2015 by Jan van Rijn
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Flow

moa.SGD(1)Moa implementation of SGD
moa.SGD(1)_l1.0E-4
moa.SGD(1)_oLOGLOSS
moa.SGD(1)_r1.0E-4

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

18 Evaluation measures

Area under ROC curve
0.866
Per class
Confusion matrix
F measure
0.7864
Per class
Kappa
0.5704
KB relative information score
398202.4439
Mean absolute error
0.3176
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7868
Per class
Predictive accuracy
0.7868
Prior entropy
1
Recall
0.7868
Per class
Relative absolute error
0.6352
Root mean prior squared error
0.5
Root mean squared error
0.3874
Root relative squared error
0.7749