Run
158481

Run 158481

Task 176 (Supervised Data Stream Classification) BNG(heart-c,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
0.829
Per class
Confusion matrix
F measure
0.778
Per class
Kappa
0.5583
KB relative information score
751145.5978
Mean absolute error
0.0944
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.776
Per class
Predictive accuracy
0.7802
Prior entropy
2.3219
Recall
0.7802
Per class
Relative absolute error
0.295
Root mean prior squared error
0.4
Root mean squared error
0.27
Root relative squared error
0.6749