Run
1051

Run 1051

Task 181 (Supervised Data Stream Classification) BNG(hepatitis,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
0.7954
Per class
Confusion matrix
F measure
0.8899
Per class
Kappa
0.6521
KB relative information score
791580
Mean absolute error
0.1042
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.892
Per class
Predictive accuracy
0.8958
Prior entropy
1
Ram hours
0
Recall
0.8958
Per class
Relative absolute error
0.2084
Root mean prior squared error
0.5
Root mean squared error
0.3228
Root relative squared error
0.6456
Run CPU time
7.12