Run
158601

Run 158601

Task 180 (Supervised Data Stream Classification) BNG(vehicle,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
0.5
Per class
Confusion matrix
F measure
0.1046
Per class
Kappa
-0
KB relative information score
102061.2848
Mean absolute error
0.3718
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.0657
Per class
Predictive accuracy
0.2564
Prior entropy
2
Recall
0.2564
Per class
Relative absolute error
0.9915
Root mean prior squared error
0.433
Root mean squared error
0.6098
Root relative squared error
1.4082