Run
158495

Run 158495

Task 187 (Supervised Data Stream Classification) BNG(zoo,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
0.7405
Per class
Confusion matrix
F measure
0.4724
Per class
Kappa
0.4073
KB relative information score
537634.0623
Mean absolute error
0.1236
Mean prior absolute error
0.2449
Number of instances
1000000
Per class
Precision
0.4393
Per class
Predictive accuracy
0.5711
Prior entropy
2.8074
Recall
0.5711
Per class
Relative absolute error
0.5049
Root mean prior squared error
0.3499
Root mean squared error
0.3465
Root relative squared error
0.9901