Run
167586

Run 167586

Task 179 (Supervised Data Stream Classification) BNG(heart-statlog,nominal,1000000) 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
0.8556
Per class
Kappa
0.7078
KB relative information score
558819.1628
Mean absolute error
0.2367
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8556
Per class
Predictive accuracy
0.8556
Prior entropy
1
Recall
0.8556
Per class
Relative absolute error
0.4734
Root mean prior squared error
0.5
Root mean squared error
0.3276
Root relative squared error
0.6552