Run
1082

Run 1082

Task 166 (Supervised Data Stream Classification) BNG(credit-g,nominal,1000000) Uploaded 09-04-2014 by Jan van Rijn
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Flow

moa.SGD(1)Moa implementation of SGD
moa.SGD(1)_l1.0E-4
moa.SGD(1)_oHINGE
moa.SGD(1)_r1.0E-4

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.

20 Evaluation measures

Area under ROC curve
0.651
Per class
Confusion matrix
F measure
0.7366
Per class
Kappa
0.3471
KB relative information score
522446
Mean absolute error
0.2388
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.7493
Per class
Predictive accuracy
0.7612
Prior entropy
1
Ram hours
0
Recall
0.7612
Per class
Relative absolute error
0.4776
Root mean prior squared error
0.5
Root mean squared error
0.4886
Root relative squared error
0.9773
Run CPU time
9.12