Run
1047

Run 1047

Task 185 (Supervised Data Stream Classification) BNG(ionosphere) 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
0.8162
Per class
Confusion matrix
F measure
0.853
Per class
Kappa
0.6742
KB relative information score
718680
Mean absolute error
0.1407
Mean prior absolute error
0.5
Number of instances
1000000
Per class
Precision
0.868
Per class
Predictive accuracy
0.8593
Prior entropy
1
Ram hours
0
Recall
0.8593
Per class
Relative absolute error
0.2813
Root mean prior squared error
0.5
Root mean squared error
0.375
Root relative squared error
0.7501
Run CPU time
14.2