Run
158522

Run 158522

Task 2154 (Supervised Data Stream Classification) BNG(credit-a) 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
0.5268
Per class
Confusion matrix
F measure
0.5291
Per class
Kappa
0.0479
KB relative information score
55980.8647
Mean absolute error
0.4722
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5295
Per class
Predictive accuracy
0.5288
Prior entropy
1
Recall
0.5288
Per class
Relative absolute error
0.9445
Root mean prior squared error
0.5
Root mean squared error
0.6576
Root relative squared error
1.3151