Run
1645

Run 1645

Task 179 (Supervised Data Stream Classification) BNG(heart-statlog,nominal,1000000) Uploaded 23-04-2014 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
0.8532
Per class
Confusion matrix
F measure
0.8555
Per class
Kappa
0.7074
KB relative information score
711284
Mean absolute error
0.1444
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8555
Per class
Predictive accuracy
0.8556
Prior entropy
1
Ram hours
0
Recall
0.8556
Per class
Relative absolute error
0.2887
Root mean prior squared error
0.5
Root mean squared error
0.3799
Root relative squared error
0.7599
Run CPU time
6.99