Run
158574

Run 158574

Task 126 (Supervised Data Stream Classification) BNG(lymph,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
0.3828
Per class
Kappa
0.0001
KB relative information score
448801.4253
Mean absolute error
0.2282
Mean prior absolute error
0.375
Number of instances
1000000
Per class
Precision
0.3101
Per class
Predictive accuracy
0.5435
Prior entropy
2
Recall
0.5435
Per class
Relative absolute error
0.6086
Root mean prior squared error
0.433
Root mean squared error
0.4777
Root relative squared error
1.1033