Run
2531

Run 2531

Task 166 (Supervised Data Stream Classification) BNG(credit-g,nominal,1000000) Uploaded 25-04-2014 by Jan van Rijn
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Flow

moa.SPegasos(1)Moa implementation of SPegasos
moa.SPegasos(1)_l1.0E-4
moa.SPegasos(1)_oHINGE

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
0.6577
Per class
Confusion matrix
F measure
0.7229
Per class
Kappa
0.3287
KB relative information score
458618
Mean absolute error
0.2707
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7194
Per class
Predictive accuracy
0.7293
Prior entropy
1
Ram hours
0
Recall
0.7293
Per class
Relative absolute error
0.5414
Root mean prior squared error
0.5
Root mean squared error
0.5203
Root relative squared error
1.0406
Run CPU time
9.76