Run
158597

Run 158597

Task 176 (Supervised Data Stream Classification) BNG(heart-c,nominal,1000000) 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
0.8277
Per class
Confusion matrix
F measure
0.8266
Per class
Kappa
0.6562
KB relative information score
805302.2265
Mean absolute error
0.0684
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.8247
Per class
Predictive accuracy
0.829
Prior entropy
2.3219
Recall
0.829
Per class
Relative absolute error
0.2138
Root mean prior squared error
0.4
Root mean squared error
0.2614
Root relative squared error
0.6536