Run
158653

Run 158653

Task 2160 (Supervised Data Stream Classification) BNG(sonar) 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
0.7182
Per class
Confusion matrix
F measure
0.7208
Per class
Kappa
0.4406
KB relative information score
449528.618
Mean absolute error
0.2752
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.729
Per class
Predictive accuracy
0.7247
Prior entropy
1
Recall
0.7247
Per class
Relative absolute error
0.5505
Root mean prior squared error
0.5
Root mean squared error
0.5243
Root relative squared error
1.0487