Run
158478

Run 158478

Task 169 (Supervised Data Stream Classification) BNG(dermatology,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
0.6811
Per class
Confusion matrix
F measure
0.3669
Per class
Kappa
0.3285
KB relative information score
414417.4115
Mean absolute error
0.1772
Mean prior absolute error
0.2778
Number of instances
1000000
Per class
Precision
0.343
Per class
Predictive accuracy
0.4685
Prior entropy
2.585
Recall
0.4685
Per class
Relative absolute error
0.6379
Root mean prior squared error
0.3727
Root mean squared error
0.4209
Root relative squared error
1.1293