Run
1831614

Run 1831614

Task 2160 (Supervised Data Stream Classification) BNG(sonar) Uploaded 07-10-2016 by Jan van Rijn
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Flow

moa.SGD(3)Moa implementation of SGD
moa.SGD(3)_l1.0E-4
moa.SGD(3)_r1.0E-4
moa.SGD(3)_oLOGLOSS

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
0.8002
Per class
Confusion matrix
F measure
0.7109
Per class
Kappa
0.4219
KB relative information score
190829.2462
Mean absolute error
0.42
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7222
Per class
Predictive accuracy
0.7161
Prior entropy
1
Recall
0.7161
Per class
Relative absolute error
0.8401
Root mean prior squared error
0.5
Root mean squared error
0.4417
Root relative squared error
0.8835