Run
3116

Run 3116

Task 2162 (Supervised Data Stream Classification) BNG(heart-c) 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
0.7382
Per class
Confusion matrix
F measure
0.737
Per class
Kappa
0.4762
KB relative information score
702628.7025
Mean absolute error
0.1045
Mean prior absolute error
0.32
Number of instances
1000000
Per class
Precision
0.7352
Per class
Predictive accuracy
0.7388
Prior entropy
2.3219
Ram hours
0
Recall
0.7388
Per class
Relative absolute error
0.3265
Root mean prior squared error
0.4
Root mean squared error
0.3232
Root relative squared error
0.808
Run CPU time
5.7854