Run
1120

Run 1120

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,nominal,1000000) Uploaded 09-04-2014 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)_oHINGE
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.

20 Evaluation measures

Area under ROC curve
0.6458
Per class
Confusion matrix
F measure
0.4341
Per class
Kappa
0.2905
KB relative information score
351945.1226
Mean absolute error
0.3156
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.3934
Per class
Predictive accuracy
0.5266
Prior entropy
1.585
Ram hours
0
Recall
0.5266
Per class
Relative absolute error
0.71
Root mean prior squared error
0.4714
Root mean squared error
0.5618
Root relative squared error
1.1917
Run CPU time
16.6