Run
167624

Run 167624

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,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
0.6959
Per class
Confusion matrix
F measure
0.4277
Per class
Kappa
0.2781
KB relative information score
295688.1885
Mean absolute error
0.3539
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.3955
Per class
Predictive accuracy
0.5183
Prior entropy
1.585
Recall
0.5183
Per class
Relative absolute error
0.7963
Root mean prior squared error
0.4714
Root mean squared error
0.5118
Root relative squared error
1.0858