Run
158583

Run 158583

Task 129 (Supervised Data Stream Classification) BNG(mfeat-karhunen,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
0.5429
Per class
Confusion matrix
F measure
0.1043
Per class
Kappa
0.0856
KB relative information score
139057.0799
Mean absolute error
0.1647
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.1051
Per class
Predictive accuracy
0.1767
Prior entropy
3.3219
Recall
0.1767
Per class
Relative absolute error
0.9148
Root mean prior squared error
0.3
Root mean squared error
0.4058
Root relative squared error
1.3526