Run
167660

Run 167660

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) 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
0.7237
Per class
Confusion matrix
F measure
0.4696
Per class
Kappa
0.3494
KB relative information score
369293.6901
Mean absolute error
0.3154
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.4281
Per class
Predictive accuracy
0.5663
Prior entropy
1.585
Recall
0.5663
Per class
Relative absolute error
0.7096
Root mean prior squared error
0.4714
Root mean squared error
0.5017
Root relative squared error
1.0643