Run
158611

Run 158611

Task 186 (Supervised Data Stream Classification) BNG(waveform-5000,nominal,1000000) 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
0.6462
Per class
Confusion matrix
F measure
0.4341
Per class
Kappa
0.2905
KB relative information score
351910.9215
Mean absolute error
0.3156
Mean prior absolute error
0.4444
Number of instances
1000000
Per class
Precision
0.3934
Per class
Predictive accuracy
0.5266
Prior entropy
1.585
Recall
0.5266
Per class
Relative absolute error
0.7101
Root mean prior squared error
0.4714
Root mean squared error
0.5616
Root relative squared error
1.1912