Run
167587

Run 167587

Task 178 (Supervised Data Stream Classification) BNG(trains) Uploaded 19-02-2015 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
0.928
Per class
Confusion matrix
F measure
0.857
Per class
Kappa
0.7142
KB relative information score
530333.3546
Mean absolute error
0.2534
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8579
Per class
Predictive accuracy
0.8571
Prior entropy
1
Recall
0.8571
Per class
Relative absolute error
0.5069
Root mean prior squared error
0.5
Root mean squared error
0.3322
Root relative squared error
0.6644