Run
158490

Run 158490

Task 180 (Supervised Data Stream Classification) BNG(vehicle,nominal,1000000) Uploaded 12-02-2015 by Jan van Rijn
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Flow

moa.LeveragingBag_SPegasos(1)Moa implementation of LeveragingBag
moa.SPegasos(1)_l1.0E-4
moa.SPegasos(1)_oHINGE
moa.LeveragingBag_SPegasos(1)_lmoa.classifiers.functions.SPegasos
moa.LeveragingBag_SPegasos(1)_s10
moa.LeveragingBag_SPegasos(1)_w6.0
moa.LeveragingBag_SPegasos(1)_a0.002
moa.LeveragingBag_SPegasos(1)_ofalse
moa.LeveragingBag_SPegasos(1)_mLeveragingBag
moa.LeveragingBag_SPegasos(1)_r1

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
0.5129
Per class
Confusion matrix
F measure
0.1823
Per class
Kappa
0.0193
KB relative information score
123375.5464
Mean absolute error
0.3657
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.1572
Per class
Predictive accuracy
0.2694
Prior entropy
2
Recall
0.2694
Per class
Relative absolute error
0.9751
Root mean prior squared error
0.433
Root mean squared error
0.5821
Root relative squared error
1.3442