Run
158609

Run 158609

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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
0.8168
Per class
Confusion matrix
F measure
0.8529
Per class
Kappa
0.6741
KB relative information score
718528.8417
Mean absolute error
0.1407
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.868
Per class
Predictive accuracy
0.8593
Prior entropy
1
Recall
0.8593
Per class
Relative absolute error
0.2815
Root mean prior squared error
0.5
Root mean squared error
0.3749
Root relative squared error
0.7497