Run
1231

Run 1231

Task 199 (Supervised Data Stream Classification) SEA(50) Uploaded 11-04-2014 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
0.8291
Per class
Confusion matrix
F measure
0.8514
Per class
Kappa
0.6826
KB relative information score
710002
Mean absolute error
0.145
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.8584
Per class
Predictive accuracy
0.855
Prior entropy
1
Ram hours
0
Recall
0.855
Per class
Relative absolute error
0.29
Root mean prior squared error
0.5
Root mean squared error
0.3808
Root relative squared error
0.7616
Run CPU time
3.43