Run
158465

Run 158465

Task 160 (Supervised Data Stream Classification) BNG(mushroom) 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
0.8774
Per class
Confusion matrix
F measure
0.8196
Per class
Kappa
0.6386
KB relative information score
566758.4019
Mean absolute error
0.2243
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.82
Per class
Predictive accuracy
0.8198
Prior entropy
1
Recall
0.8198
Per class
Relative absolute error
0.4485
Root mean prior squared error
0.5
Root mean squared error
0.3736
Root relative squared error
0.7471