Run
158605

Run 158605

Task 175 (Supervised Data Stream Classification) BNG(spambase) Uploaded 12-02-2015 by Jan van Rijn
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Flow

moa.LeveragingBag_SGD(1)Moa implementation of LeveragingBag
moa.SGD(1)_l1.0E-4
moa.SGD(1)_oHINGE
moa.SGD(1)_r1.0E-4
moa.LeveragingBag_SGD(1)_lmoa.classifiers.functions.SGD
moa.LeveragingBag_SGD(1)_s10
moa.LeveragingBag_SGD(1)_w6.0
moa.LeveragingBag_SGD(1)_a0.002
moa.LeveragingBag_SGD(1)_ofalse
moa.LeveragingBag_SGD(1)_mLeveragingBag
moa.LeveragingBag_SGD(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
0.5049
Per class
Confusion matrix
F measure
0.4682
Per class
Kappa
0.0118
KB relative information score
217960.9466
Mean absolute error
0.391
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6436
Per class
Predictive accuracy
0.609
Prior entropy
1
Recall
0.609
Per class
Relative absolute error
0.782
Root mean prior squared error
0.5
Root mean squared error
0.6253
Root relative squared error
1.2506