Run
158638

Run 158638

Task 2153 (Supervised Data Stream Classification) BNG(colic) 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
0.841
Per class
Confusion matrix
F measure
0.8233
Per class
Kappa
0.6183
KB relative information score
638282.3119
Mean absolute error
0.1823
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.823
Per class
Predictive accuracy
0.8247
Prior entropy
1
Recall
0.8247
Per class
Relative absolute error
0.3646
Root mean prior squared error
0.5
Root mean squared error
0.3948
Root relative squared error
0.7896