Run
158661

Run 158661

Task 2167 (Supervised Data Stream Classification) BNG(waveform-5000) 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
0.6779
Per class
Confusion matrix
F measure
0.4715
Per class
Kappa
0.3532
KB relative information score
409669.2004
Mean absolute error
0.2875
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.4279
Per class
Predictive accuracy
0.5688
Prior entropy
1.585
Recall
0.5688
Per class
Relative absolute error
0.6468
Root mean prior squared error
0.4714
Root mean squared error
0.5358
Root relative squared error
1.1367