DEVELOPMENT... OpenML
Run
158489

Run 158489

Task 181 (Supervised Data Stream Classification) BNG(hepatitis,nominal,1000000) Uploaded 12-02-2015 by Jason
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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
0.8635
Per class
Confusion matrix
F measure
0.8762
Per class
Kappa
0.6237
KB relative information score
740214.3594
Mean absolute error
0.1318
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8757
Per class
Predictive accuracy
0.8767
Prior entropy
1
Recall
0.8767
Per class
Relative absolute error
0.2636
Root mean prior squared error
0.5
Root mean squared error
0.3193
Root relative squared error
0.6386