Run
158674

Run 158674

Task 7279 (Supervised Data Stream Classification) BNG(spectf_test) Uploaded 12-02-2015 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.5519
Per class
Confusion matrix
F measure
0.6887
Per class
Kappa
0.0728
KB relative information score
385476.6384
Mean absolute error
0.3081
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.6868
Per class
Predictive accuracy
0.6906
Prior entropy
1
Recall
0.6906
Per class
Relative absolute error
0.6162
Root mean prior squared error
0.5
Root mean squared error
0.5134
Root relative squared error
1.0268