Run
3104

Run 3104

Task 2157 (Supervised Data Stream Classification) BNG(pendigits) Uploaded 30-04-2014 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
0.5428
Per class
Confusion matrix
F measure
0.1007
Per class
Kappa
0.0855
KB relative information score
143066.5735
Mean absolute error
0.1639
Mean prior absolute error
0.18
Number of instances
1000000
Per class
Precision
0.0936
Per class
Predictive accuracy
0.1806
Prior entropy
3.3219
Ram hours
0
Recall
0.1806
Per class
Relative absolute error
0.9105
Root mean prior squared error
0.3
Root mean squared error
0.4048
Root relative squared error
1.3494
Run CPU time
8.54