Run
1424

Run 1424

Task 180 (Supervised Data Stream Classification) BNG(vehicle,nominal,1000000) Uploaded 23-04-2014 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.5093
Per class
Confusion matrix
F measure
0.1687
Per class
Kappa
0.0188
KB relative information score
118272.2241
Mean absolute error
0.3651
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.1826
Per class
Predictive accuracy
0.2698
Prior entropy
2
Ram hours
0
Recall
0.2698
Per class
Relative absolute error
0.9736
Root mean prior squared error
0.433
Root mean squared error
0.6042
Root relative squared error
1.3954
Run CPU time
10.4