Run
158592

Run 158592

Task 168 (Supervised Data Stream Classification) BNG(cylinder-bands,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
0.599
Per class
Confusion matrix
F measure
0.5851
Per class
Kappa
0.151
KB relative information score
170507.8424
Mean absolute error
0.415
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.5856
Per class
Predictive accuracy
0.5846
Prior entropy
1
Recall
0.5846
Per class
Relative absolute error
0.8299
Root mean prior squared error
0.5
Root mean squared error
0.5974
Root relative squared error
1.1949