Run
158692

Run 158692

Task 2269 (Supervised Data Stream Classification) 20_newsgroups.drift 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
0.9299
Per class
Confusion matrix
F measure
0.9625
Per class
Kappa
0.5703
KB relative information score
374983.3568
Mean absolute error
0.0306
Mean prior absolute error
0.5
Number of instances
399940
Per class
Precision
0.962
Per class
Predictive accuracy
0.966
Prior entropy
1
Recall
0.966
Per class
Relative absolute error
0.0611
Root mean prior squared error
0.5
Root mean squared error
0.1571
Root relative squared error
0.3142